US20140321571A1 - Systems/methods of transmitting information via baseband waveforms comprising frequency content agility and an orthogonality therebetween - Google Patents
Systems/methods of transmitting information via baseband waveforms comprising frequency content agility and an orthogonality therebetween Download PDFInfo
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- US20140321571A1 US20140321571A1 US14/287,473 US201414287473A US2014321571A1 US 20140321571 A1 US20140321571 A1 US 20140321571A1 US 201414287473 A US201414287473 A US 201414287473A US 2014321571 A1 US2014321571 A1 US 2014321571A1
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Definitions
- This invention relates to low interference, high privacy, featureless covert communications systems and/or methods that may also comprise cognitive capability. More specifically, the invention relates to wireless communications systems and/or methods (that may comprise wireless spread-spectrum communications systems and/or methods), that can provide low interference, high privacy, high covertness, featureless and/or cognitive capability. The invention also relates to Low Probability of Intercept (LPI), Low Probability of Detection (LPD), Low Probability of Exploitation (LPE) and/or Minimum Interference Communications (MIC) systems, methods, devices and/or computer program products that may also be used to provide low interference, white space spectrum communications commercially.
- LPI Low Probability of Intercept
- LPD Low Probability of Detection
- LPE Low Probability of Exploitation
- MIC Minimum Interference Communications
- LPI/LPD/LPE and/or Jam Resistant (JR) communications and/or Burst Communications (BURSTCOMM) may combine, in general, hybrid spread-spectrum waveforms comprising Frequency-Hopping (FH), Direct Sequence Pseudo-Noise (DSPN) spreading and/or Time-Hopping (TH) to increase covertness and/or resistance to jamming.
- FH Frequency-Hopping
- DSPN Direct Sequence Pseudo-Noise
- TH Time-Hopping
- Transmitting a FH/DSPN spread-spectrum waveform in pseudo-random short bursts using, for example, a TH technique may, for example, reduce an interceptor's ability to integrate sufficient energy to trigger a detectability threshold associated with a radiometer that the interceptor may be using as a means of signal detection/identification.
- a radiometric approach to signal detection/identification may yield a suboptimum and/or unsatisfactory performance measure when attempting to detect/identify/exploit a FH/DSPN/TH spread-spectrum communications signal in a changing noise and/or interference environment. This may be due to a background noise/interference level and/or a signal energy reaching the interceptor's receiver being insufficient over the interceptor's radiometric integration time.
- a wireless communications system configured for Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and/or Low Probability of Exploitation (LPE) communications may use waveforms substantially devoid of a cyclostationary signature to improve a LPI/LPD/LPE property.
- LPI Low Probability of Intercept
- LPD Low Probability of Detection
- LPE Low Probability of Exploitation
- a set of M independent “seed” waveforms that satisfy a time-bandwidth constraint may be used via a Gram-Schmidt Orthogonalization (GSO) procedure to generate M orthonormal functions.
- GSO Gram-Schmidt Orthogonalization
- the M seed waveforms may, for example, be chosen from a band-limited Gaussian-distributed process (such as, for example, Gaussian-distributed pseudo-random noise) and may be used to generate, via an orthogonalization operation, such as, for example, a GSO, a corresponding set of M Gaussian-distributed orthonormal functions substantially devoid of a cyclostationary property.
- a band-limited Gaussian-distributed process such as, for example, Gaussian-distributed pseudo-random noise
- the set of M Gaussian-distributed orthonormal functions may be used in a communications system to define a signaling alphabet of a transmitter of the communications system (and a corresponding matched filter bank of a receiver of the communications system) to thereby reduce or eliminate a cyclostationary signature of a transmitted communications waveform and thus increase a covertness measure and/or a privacy measure of the communications system.
- the set of M Gaussian-distributed orthonormal functions may be updated, modified and/or changed as often as necessary to further increase and/or maximize a covertness/privacy measure of the communications system.
- a receiver of the communications system may be equipped with substantially the same algorithm(s) that are used by the transmitter of the communications system and the receiver may be substantially synchronized with the transmitter to thereby re-create and use at the receiver the M Gaussian-distributed orthonormal functions for detection of communications information.
- the set of M orthonormal functions may, in some embodiments, be a set of orthogonal but not necessarily orthonormal functions.
- the set of M orthonormal functions may be non-Gaussian distributed and may be, for example, uniformly distributed, Rayleigh distributed and/or distributed in accordance with any other known (continuous and/or discrete) and/or arbitrary distribution.
- different functions/elements of an M-ary orthonormal and/or orthogonal signaling alphabet may be differently distributed.
- Embodiments of the invention provide a transmitter comprising a system for communicating information based upon a waveform that is substantially devoid of a cyclostationary property.
- the transmitter may comprise at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property may include at least one element of the plurality of elements of the at least one waveform alphabet.
- the at least one waveform alphabet may be generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value.
- TOD Time-of-Day
- communicating information comprises associating a measure of information with at least one element of the at least one waveform alphabet wherein the measure of information may be a message and/or a symbol comprising at least one bit.
- At least first and second elements of the plurality of elements are substantially orthogonal therebetween and/or substantially orthonormal therebetween.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution is truncated.
- the key comprises a bit sequence and in some embodiments, the bit sequence comprises a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- the Time-of-Day (TOD) value may be based upon GPS.
- Generating the at least one waveform alphabet may comprise using a predetermined algorithm and/or look-up table.
- an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- the transmitter may further comprise a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one waveform alphabet.
- the direct waveform synthesis comprises at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer, wherein the Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT).
- DFT Discrete Fourier Transform
- FFT Fast Fourier Transform
- IDFT Inverse Discrete Fourier Transform
- IFFT Inverse Fast Fourier Transform
- the orthogonalizer may be a Gram-Schmidt orthogonalizer.
- the at least one waveform alphabet may comprise at least two waveform alphabets.
- the at least one waveform alphabet may be used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit.
- the at least one second waveform alphabet may be used over the second time interval and the at least one waveform alphabet and the at least one second waveform alphabet may be different therebetween, wherein different comprises a difference in a time-domain and/or frequency-domain characteristic.
- the transmitter may further be configured to transmit at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform.
- the frequency content may be a power spectral density.
- the transmitter is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a space-based component such as a satellite.
- the vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- the transmitter being devoid of a cyclostationary property comprises being devoid of a chipping rate.
- the transmitter may further include Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving and, according to some embodiments, the transmitter may include communicating information wirelessly and/or communicating spread-spectrum information.
- FEC Forward Error Correction
- the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency.
- at least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter, wherein the second transmitter may be a transmitter associated with a commercial and/or military communications system.
- the at least one waveform alphabet may be used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one waveform alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more waveform alphabets other than the at least one waveform alphabet.
- usage comprises usage of at least one element of the plurality of elements of the at least one waveform alphabet.
- the transmitter comprises a synthesis associated with the waveform that is substantially devoid of a frequency translation.
- the synthesis may include a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and the transmitter communicating information based upon the waveform without subjecting the waveform to a frequency translation.
- the plurality of operations include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- generating values pseudo-randomly comprises generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- TOD Time-of-Day
- generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution, wherein the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated.
- the at least one value may be a time-domain and/or frequency-domain value and the at least one value may be real, imaginary and/or complex.
- the at least one value may be based upon at least one statistical distribution.
- Embodiments of the invention provide a transmitter comprising a synthesis block and a transmission block, wherein the synthesis block is configured to synthesize at least one alphabet based upon at least one statistical distribution and the transmission block is configured to transmit a waveform based upon the at least one alphabet.
- the waveform may be devoid of a cyclostationary property and the at least one alphabet may comprise a plurality of elements and each element of the plurality of elements may be devoid of a cyclostationary property.
- the synthesis block may be a direct synthesis block that does not include a frequency translation function and the transmission block may not include a frequency translation function.
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated.
- the at least one alphabet comprises a plurality of elements and at least a first and second element of the plurality of elements are substantially orthogonal therebetween.
- substantially orthogonal comprises substantially orthonormal.
- the at least one alphabet may be generated based upon the at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value and may be used by the transmitter for communicating information.
- communicating information comprises associating a measure of information with at least one element of the at least one alphabet, wherein the measure of information may be a message and/or symbol comprising at least one bit.
- the key may comprise a bit sequence and the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- TRANSEC TRANsmissions SECurity
- COMMSEC COMMunications SECurity
- the Time-of-Day (TOD) value may be based upon GPS.
- generating the at least one alphabet comprises using a predetermined algorithm and/or a look-up table.
- an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- the synthesis block comprises a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one alphabet.
- the direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer.
- the Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT).
- the orthogonalizer may be a Gram-Schmidt orthogonalizer.
- the at least one alphabet comprises at least two alphabets.
- the at least one alphabet may be used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit.
- At least one second alphabet may be used over the second time interval.
- the at least one alphabet and the at least one second alphabet may be different therebetween, wherein different may comprise a difference in a time-domain and/or frequency-domain characteristic.
- At least one second waveform is transmitted during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform.
- the frequency content may be a power spectral density.
- the transmitter is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite.
- the vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- devoid of a cyclostationary property comprises devoid of a chipping rate.
- the transmitter further comprises Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving.
- FEC Forward Error Correction
- communicating information comprises communicating information wirelessly.
- communicating information comprises communicating spread-spectrum information.
- the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency.
- At least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter.
- the second transmitter may be a transmitter of a commercial and/or a military communications system.
- the at least one alphabet is used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more alphabets other than the at least one alphabet.
- usage comprises usage of at least one element of the plurality of elements of the at least one alphabet.
- a synthesis associated with the waveform is substantially devoid of a frequency translation.
- the synthesis may include a plurality of operations that may be used to form the waveform, the plurality of operations may not include a frequency translation and the transmitter may transmit the waveform without subjecting the waveform to a frequency translation.
- the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- DFT Discrete Fourier Transform
- FFT Fast Fourier Transform
- IDFT Inverse Discrete Fourier Transform
- IFFT Inverse Fast Fourier Transform
- FEC Forward Error Correction
- generating values pseudo-randomly comprises generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution, the at least one statistical distribution comprising a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one value is a time-domain and/or frequency-domain value.
- the at least one value is real, imaginary and/or complex.
- the at least one value may be based upon at least one statistical distribution, wherein the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be a truncated distribution.
- Embodiments of the invention provide a transmitter comprising a system for communicating information based upon a spread-spectrum waveform that is substantially devoid of a chipping rate.
- a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a spread-spectrum waveform that is substantially devoid of a chipping rate.
- a transmitter comprising a system for communicating information based upon a waveform that is substantially Gaussian distributed.
- Still further embodiments of the invention provide a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a waveform that is substantially Gaussian distributed.
- Additional embodiments provide a transmitter comprising a system for communicating information based upon a waveform that does not include a cyclostationary signature.
- Some embodiments provide a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a waveform that does not include a cyclostationary signature.
- a transmitter comprising a system for mapping an information sequence onto a waveform sequence that is substantially devoid of a cyclostationary signature.
- Still further embodiments provide a receiver comprising a system for providing information based upon processing a waveform that is substantially devoid of a cyclostationary property.
- Additional embodiments provide a receiver comprising a system for receiving information comprising at least one alphabet based upon at least one statistical distribution.
- Embodiments of the invention further provide a transmitter comprising a system for transmitting a waveform, wherein the waveform is based upon at least one alphabet that is based upon at least one statistical distribution.
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- the at least one alphabet comprises a plurality of elements and at least a first and second element of the plurality of elements are substantially orthogonal therebetween. In some embodiments, substantially orthogonal comprises substantially orthonormal.
- Embodiments of the invention provide a receiver comprising a system for receiving a waveform, wherein the waveform is based upon at least one alphabet that is based upon at least one statistical distribution.
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween. In some embodiments, substantially orthogonal comprises substantially orthonormal.
- a method of communicating information comprising transmitting and/or receiving a waveform that is substantially devoid of a cyclostationary property.
- the method optionally further comprises using at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property includes at least one element of the plurality of elements of the at least one waveform alphabet.
- the at least one waveform alphabet is optionally generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value.
- communicating information optionally comprises associating a measure of information with at least one element of the at least one waveform alphabet.
- the measure of information may be a message and/or symbol comprising at least one bit.
- At least first and second elements of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal.
- the at least one statistical distribution optionally comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- the key comprises a bit sequence, wherein the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- TRANSEC TRANsmissions SECurity
- COMMSEC COMMunications SECurity
- the Time-of-Day (TOD) value is based upon GPS.
- generating the at least one waveform alphabet comprises using a predetermined algorithm and/or look-up table.
- an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- the method further comprises a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one waveform alphabet, wherein the direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer.
- the Fourier transform is a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform is an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT).
- the orthogonalizer is a Gram-Schmidt orthogonalizer.
- the at least one waveform alphabet comprises at least two waveform alphabets.
- the at least one waveform alphabet is used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit.
- TOD Time-of-Day
- At least one second waveform alphabet is used over the second time interval, wherein the at least one waveform alphabet and the at least one second waveform alphabet may be different therebetween.
- different comprises a difference in a time-domain and/or frequency-domain characteristic.
- the method comprises transmitting at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform.
- the frequency content may be a power spectral density.
- the method comprises using a transmitter that is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite.
- the vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- devoid of a cyclostationary property comprises devoid of a chipping rate.
- the method optionally further comprises using Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving.
- FEC Forward Error Correction
- communicating information comprises communicating information wirelessly.
- communicating information comprises communicating spread-spectrum information.
- the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency.
- at least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter, wherein the second transmitter may be a transmitter of a commercial communications system.
- the at least one waveform alphabet is optionally used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly optionally comprises usage of the at least one waveform alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more waveform alphabets other than the at least one waveform alphabet.
- usage optionally comprises usage of at least one element of the plurality of elements of the at least one waveform alphabet.
- the method optionally further comprises a synthesis associated with the waveform that may be substantially devoid of a frequency translation.
- the synthesis optionally includes a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and wherein the transmitter communicates information based upon the waveform without subjecting the waveform to a frequency translation.
- the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- DFT Discrete Fourier Transform
- FFT Fast Fourier Transform
- IDFT Inverse Discrete Fourier Transform
- IFFT Inverse Fast Fourier Transform
- FEC Forward Error Correction
- Generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- Generating at least one value may comprise generating at least one value based upon at least one statistical distribution.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one value may be a time-domain and/or frequency-domain value.
- the at least one value may be real, imaginary and/or complex and the at least one value may be based upon at least one statistical distribution.
- a method of transmitting a signal comprising synthesizing at least one alphabet based upon at least one statistical distribution and transmitting a waveform based upon the at least one alphabet, wherein the waveform may be devoid of a cyclostationary property and the at least one alphabet may comprise a plurality of elements, each element of the plurality of elements may be devoid of a cyclostationary property.
- the synthesizing may be a direct synthesis that does not include a frequency translation function. Further according to the method, the transmitting may not include a frequency translation function.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween. Substantially orthogonal may comprise substantially orthonormal.
- the at least one alphabet may be generated based upon the at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value and may be used by a transmitter for communicating information. Communicating information may comprise associating a measure of information with at least one element of the at least one alphabet.
- the measure of information may be a message and/or symbol comprising at least one bit.
- the key may comprise a bit sequence and the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- TRANSEC TRANsmissions SECurity
- COMMSEC COMMunications SECurity
- the Time-of-Day (TOD) value may be based upon GPS.
- Generating the at least one alphabet may comprise using a predetermined algorithm and/or look-up table.
- an element of the plurality of elements may be based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- the synthesizing may comprise synthesizing a direct waveform devoid of a frequency translation, wherein the direct waveform synthesizing may be used to generate the at least one alphabet.
- the direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer.
- the Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT).
- the orthogonalizer may be a Gram-Schmidt orthogonalizer.
- the at least one alphabet may comprise at least two alphabets.
- the at least one alphabet may be used over a first time interval and not used over a second time interval.
- the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit.
- TOD Time-of-Day
- at least one second alphabet may be used over the second time interval.
- the at least one alphabet and the at least one second alphabet may be different therebetween, wherein different may comprise a difference in a time-domain and/or frequency-domain characteristic.
- the method further comprises transmitting at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform.
- the frequency content may be a power spectral density.
- transmitting may be performed by a transmitter that is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite.
- the vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- devoid of a cyclostationary property may comprise devoid of a chipping rate.
- communicating information comprises communicating spread-spectrum information.
- the waveform may comprise a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency. At least some frequencies of the first and/or second plurality of frequencies may also used by a second transmitter.
- the second transmitter may be a transmitter of a commercial communications system.
- the at least one alphabet may be used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more alphabets other than the at least one alphabet.
- usage comprises usage of at least one element of the plurality of elements of the at least one alphabet.
- a synthesis associated with the waveform is substantially devoid of a frequency translation.
- the synthesis includes a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and wherein the transmitter transmits the waveform without subjecting the waveform to a frequency translation.
- the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- Generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one value may be a time-domain and/or frequency-domain value.
- the at least one value may be real, imaginary and/or complex and, according to some embodiments of the invention, the at least one value is based upon at least one statistical distribution.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- a method of communicating information may comprise transmitting and/or receiving a spread-spectrum waveform that is substantially devoid of a chipping rate.
- a method of receiving information may comprise receiving a measure of a spread-spectrum waveform that is substantially devoid of a chipping rate.
- a method of communicating information comprising transmitting and/or receiving a waveform that is substantially Gaussian distributed.
- a method of receiving information comprising receiving a measure of a waveform that is substantially Gaussian distributed.
- a method of communicating information comprising transmitting a waveform that does not include a cyclostationary signature.
- a method of receiving information from a transmitter comprising receiving a measure of a waveform that does not include a cyclostationary signature, wherein the waveform that does not include a cyclostationary signature has been transmitted by the transmitter.
- a method of transmitting information comprising mapping an information sequence onto a waveform sequence, wherein the waveform sequence is substantially devoid of a cyclostationary signature.
- a method of receiving information comprising mapping a waveform sequence that is substantially devoid of a cyclostationary signature onto an information sequence.
- a method of providing information comprising processing a waveform that is substantially devoid of a cyclostationary property.
- a method of receiving information from a transmitter comprising receiving a measure of a signal that is based upon at least one statistical distribution, wherein the transmitter synthesizes at least one alphabet based upon the at least one statistical distribution and transmits the signal based upon the at least one alphabet.
- a method of transmitting a signal comprising wirelessly transmitting a signal that is based upon at least one alphabet, wherein the at least one alphabet is based upon at least one statistical distribution.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal.
- a method of processing a waveform may comprise transmitting and/or receiving the waveform, wherein the waveform is based upon at least one alphabet, the at least one alphabet is based upon at least one statistical distribution and the waveform and/or the at least one alphabet is/are substantially devoid of a cyclostationary signature and/or chipping rate.
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal.
- the processing may include a plurality of operations and may be substantially devoid of a frequency translation.
- the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- DFT Discrete Fourier Transform
- FFT Fast Fourier Transform
- IDFT Inverse Discrete Fourier Transform
- IFFT Inverse Fast Fourier Transform
- FEC Forward Error Correction
- generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input, wherein generating at least one value may comprise generating at least one value based upon at least one statistical distribution.
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated.
- the at least one value may be a time-domain and/or frequency-domain value, wherein the at least one value may be real, imaginary and/or complex.
- the at least one value may be based upon at least one statistical distribution.
- Transmitting and/or receiving may comprise wirelessly transmitting and/or receiving.
- transmitting and/or receiving may comprise transmitting and/or receiving at a space-based component, at a land-mobile vehicle, at a maritime vehicle, at an aeronautical vehicle, at an un-manned vehicle and/or at a user device, wherein the user device may be fixed, mobile, portable, transportable and/or installed in a vehicle.
- Wirelessly transmitting and/or receiving may be based upon frequencies that are used by a plurality of transmitters, wherein first and second transmitters of the plurality of transmitters may respectively be associated with first and second systems.
- at least one system of the first and second systems is a commercial system using frequencies that are authorized for use by one or more commercial systems and/or a military system using frequencies that are reserved for use by one or more military systems.
- Embodiments according to the invention can provide methods and/or transmitters for communicating information based upon a waveform that is substantially devoid of a cyclostationary property.
- a method/transmitter can be provided comprising at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property includes at least one element of the plurality of elements of the at least one waveform alphabet.
- the at least one waveform alphabet is generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value.
- TOD Time-of-Day
- communicating information comprises associating a measure of information with at least one element of the at least one waveform alphabet.
- the measure of information is a message and/or symbol comprising at least one bit.
- At least first and second elements of the plurality of elements are substantially orthogonal therebetween, wherein substantially orthogonal may, in some embodiments, comprise substantially orthonormal.
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution is truncated.
- a method and/or transmitter comprising a synthesis component and a transmission component, wherein the synthesis component synthesizes at least one alphabet based upon at least one statistical distribution and the transmission component transmits a waveform based upon the at least one alphabet.
- the waveform is devoid of a cyclostationary property.
- the at least one alphabet comprises a plurality of elements, with each element of the plurality of elements being devoid of a cyclostationary property.
- the synthesis component is a direct synthesis component that does not include a frequency translation function and/or the transmission component does not include a frequency translation function.
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communications devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, if LPI/LPD/LPE and/or minimum interference communications are desired, then non-cyclostationary waveforms may be transmitted. However, when LPI/LPD/LPE and/or minimum interference communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver/transmitter to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted or may be transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE and/or minimum interference communications are desired, and/or based on other parameters and/or properties of the communications environment.
- FIG. 1 is a schematic illustration of functions of a transmitter according to embodiments of the present invention.
- FIG. 2 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention.
- FIG. 3 is a schematic illustration of waveform generation according to additional embodiments of the present invention.
- FIG. 4 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention.
- FIG. 5 is a schematic illustration of additional functions of a transmitter according to additional embodiments of the present invention.
- FIG. 6 is a schematic illustration of functions of a receiver according to embodiments of the present invention.
- FIG. 7 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention.
- FIG. 8 is a schematic illustration of spectrum used by a transmitter according to embodiments of the present invention.
- FIG. 9 is a schematic illustration of further functions of a receiver according to further embodiments of the present invention.
- FIG. 10 is a schematic illustration of a communications system based upon one or more transmitters and one or more receivers according to further embodiments of the present invention.
- FIGS. 11 through 14 illustrate functions of a receiver according to further embodiments of the present invention.
- FIG. 15 is a schematic illustration of further functions of a transmitter and receiver according to further embodiments of the present invention.
- FIG. 16 is a flowchart of operations that may be performed according to some embodiments of the present invention.
- FIG. 17 is a block diagram of a XG-CSSC system transmitter architecture according to various embodiments of the present invention.
- FIG. 18 is a block diagram of a XG-CS SC system receiver architecture according to various embodiments of the present invention.
- FIGS. 19( a )- 19 ( c ) illustrate a power spectral density of a XG-CSSC waveform (a) in an interference-free environment, (b) in interference avoidance mode illustrating a cognitive property, and (c) following a square-law detector illustrating featureless (cyclostationary-free) nature, according to various embodiments.
- FIG. 20 illustrates a power spectral density of a conventional QPSK waveform and a cyclostationary feature thereof.
- FIG. 21 illustrates a constellation of a XG-CS SC waveform according to various embodiments.
- FIG. 22 illustrates a histogram of transmitted symbols of a XG-CSSC waveform corresponding to the constellation of FIG. 21 according to various embodiments of the invention.
- FIG. 23 graphically illustrates BER vs. E S /N 0 for 16-ary XG-CSSC and 16-QAM spread spectrum according to various embodiments of the invention.
- FIG. 24 graphically illustrates BER vs. E S /N 0 for 16-ary XG-CSSC and 16-QAM Spread Spectrum subject to Co-Channel (“CC”) interference according to various embodiments of the invention.
- the CC interference considered is of two types: Wide-Band (“WB”) spanning the entire desired signal spectrum, and Band-Pass (“BP”) spanning only 20% of the desired signal spectrum. Interference and desired signal are assumed to have identical power.
- WB Wide-Band
- BP Band-Pass
- FIG. 25 graphically illustrates BER vs. E S /N 0 for 16-ary XG-CSSC and 16-QAM Spread Spectrum subject to Band-Pass (“BP”) Co-Channel interference according to various embodiments of the invention.
- the BP interference spans 20% of the desired signal spectrum.
- the term “Adaptive XG-CSSC” in the legend refers to the cognitive feature of XG-CSSC in sensing and avoiding the interference. Interference and desired signal are assumed to have identical power
- first and second are used herein to describe various elements, these elements should not be limited by these terms. These terms are only used to distinguish one element from another element. Thus, a first element below could be termed a second element, and similarly, a second element may be termed a first element without departing from the teachings of the present invention.
- the term “and/or” includes any and all combinations of one or more of the associated listed items. The symbol “/” is also used as a shorthand notation for “and/or”.
- substantially the same means that two or more entities that are being compared have common features/characteristics (e.g., are based upon a common kernel) but may not be identical.
- substantially the same bands of frequencies means that two or more bands of frequencies being compared substantially overlap, but that there may be some areas of non-overlap, for example at a band end.
- substantially the same air interfaces means that two or more air interfaces being compared are similar but need not be identical. Some differences may exist in one air interface (e.g., a satellite air interface) relative to another (e.g., a terrestrial air interface) to account for one or more different characteristics that may exist between the terrestrial and satellite communications environments.
- a different vocoder rate may be used for satellite communications compared to the vocoder rate that may be used for terrestrial communications (i.e., for terrestrial communications, voice may be compressed (“vocoded”) to approximately 9 to 13 kbps, whereas for satellite communications a vocoder rate of approximately 2 to 4 kbps, for example, may be used);
- a different forward error correction coding, different interleaving depth, and/or different spread-spectrum codes may also be used, for example, for satellite communications compared to the coding, interleaving depth, and/or spread spectrum codes (i.e., Walsh codes, long codes, and/or frequency hopping codes) that may be used for terrestrial communications.
- truncated as used herein to describe a statistical distribution means that a random variable associated with the statistical distribution is precluded from taking-on values over one or more ranges.
- a Normal/Gaussian distribution that is not truncated, allows an associated random variable to take-on values ranging from negative infinity to positive infinity with a frequency (i.e., a probability) as determined by the Normal/Gaussian probability density function.
- a truncated Normal/Gaussian distribution may allow an associated random variable to take-on values ranging from, for example, V 1 to V 2 ( ⁇ V 1 , V 2 ⁇ ) in accordance with a Normal/Gaussian distribution, and preclude the random variable from taking-on values outside the range from V 1 to V 2 .
- a truncated distribution may allow an associated random variable to take-on values over a plurality of ranges (that may be a plurality of non-contiguous ranges) and preclude the random variable from taking-on values outside of the plurality of ranges.
- the term “transmitter” and/or “receiver” include(s) transmitters/receivers of cellular and/or satellite terminals with or without a multi-line display; Personal Communications System (PCS) terminals that may include data processing, facsimile and/or data communications capabilities; Personal Digital Assistants (PDA) that can include a radio frequency transceiver and/or a pager, Internet/Intranet access, Web browser, organizer, calendar and/or a Global Positioning System (GPS) receiver; and/or conventional laptop and/or palmtop computers or other appliances, which include a radio frequency transceiver.
- PCS Personal Communications System
- PDA Personal Digital Assistants
- GPS Global Positioning System
- the term “transmitter” and/or “receiver” also include(s) any other radiating device, equipment and/or source that may have time-varying and/or fixed geographic coordinates and/or may be portable, transportable, installed in a vehicle (aeronautical, maritime, or land-based) and/or situated/configured to operate locally and/or in a distributed fashion at any location(s) on earth, vehicles (land-mobile, maritime and/or aeronautical) and/or in space.
- a transmitter and/or receiver also may be referred to herein as a “terminal”.
- space-based component and/or “space-based” system include(s) one or more satellites and/or one or more other objects and/or platforms (such as airplanes, balloons, unmanned vehicles, space crafts, missiles, etc.) that have a trajectory above the earth at any altitude.
- objects and/or platforms such as airplanes, balloons, unmanned vehicles, space crafts, missiles, etc.
- Some embodiments of the present invention may arise from recognition that it may be desirable to communicate information based upon a waveform that is substantially devoid of a cyclostationary property.
- the term “cyclostationary” means that the waveform comprises at least one signature/pattern that may be a repeating signature/pattern. Examples of a repeating signature/pattern are a bit rate, a symbol rate, a chipping rate and/or a pulse shape (e.g., a Nyquist pulse shape) that may be associated with a bit/symbol/chip.
- each of the well known terrestrial cellular air interfaces of GSM and CDMA comprises a bit rate, a symbol rate, a chipping rate and/or a predetermined and invariant pulse shape that is associated with the bit/symbol/chip and, therefore, comprise a cyclostationary property/signature.
- a waveform that represents a random (or pseudo-random) noise process does not comprise a bit rate, a symbol rate, a chipping rate and/or a predetermined and invariant pulse shape and is, therefore, substantially devoid of a cyclostationary property/signature.
- non-cyclostationary waveforms may be used, particularly in those situations where LPI, LPD, LPE, private, secure and/or minimum interference communications are desirable.
- Conventional communications systems use waveforms that are substantially cyclostationary. This is primarily due to a methodology of transmitting information wherein a unit of information (i.e., a specific bit sequence comprising one or more bits) is mapped into (i.e., is associated with) a specific waveform shape (i.e., a pulse) and the pulse is transmitted by a transmitter in order to convey to a receiver the unit of information. Since there is typically a need to transmit a plurality of units of information in succession, a corresponding plurality of pulses are transmitted in succession.
- a unit of information i.e., a specific bit sequence comprising one or more bits
- a specific waveform shape i.e., a pulse
- Any two pulses of the plurality of pulses may differ therebetween in sign, phase and/or magnitude, but a waveform shape that is associated with any one pulse of the plurality of pulses remains substantially invariant from pulse to pulse and a rate of pulse transmission also remains substantially invariant (at least over a time interval).
- the methodology of transmitting (digital) information as described above has its origins in, and is motivated by, the way Morse code evolved and was used to transmit information. Furthermore, the methodology yields relatively simple transmitter/receiver implementations and has thus been adopted widely by many communications systems. However, the methodology suffers from generating cyclostationary features/signatures that are undesirable if LPE/LPI/LPD and/or minimum interference communications are desirable.
- Embodiments of the present invention arise from recognition that communications systems may be based on a different methodology that is substantially devoid of transmitting a modulated carrier, a sequence of substantially invariant pulse shapes and/or a chipping rate and that even spread-spectrum communications systems may be configured to transmit/receive spread-spectrum information using waveforms that are devoid of a chipping rate.
- a cyclic signal feature i.e., chip rate and/or symbol rate
- a cyclic signal feature may be discretely distributed even if a signal has continuous distribution in a power spectrum. This implies that signals that may have overlapping and/or interfering features in a power spectrum may have a non-overlapping and distinguishable feature in terms of a cyclic characteristic.
- a cyclic signal feature associated with a signal's cyclostationary property may be identified via a “cyclic periodogram.”
- the cyclic periodogram of a signal is a quantity that may be evaluated from time-domain samples of the signal, a frequency-domain mapping such as, for example, a Fast Fourier Transform (FFT), and/or discrete autocorrelation operations. Since very large point FFTs and/or autocorrelation operations may be implemented using Very Large Scale Integration (VLSI) technologies, Digital Signal Processors (DSPs) and/or other modern technologies, a receiver of an interceptor may be configured to perform signal Detection, Identification, Interception and/or Exploitation (D/I/I/E) based on cyclic feature detection processing.
- VLSI Very Large Scale Integration
- DSPs Digital Signal Processors
- D/I/I/E Exploitation
- FIG. 1 illustrates embodiments of generating a communications alphabet comprising M distinct pseudo-random, non-cyclostationary, orthogonal and/or orthonormal waveforms.
- a “key” input such as, for example, a TRANsmissions SECurity (TRANSEC) key input, a COMMunications SECurity (COMMSEC) key input and/or any other key input
- TRANSEC TRANsmissions SECurity
- COMMSEC COMMunications SECurity
- PRWG Pseudo-Random Waveform Generator
- the set of waveforms ⁇ S(t) ⁇ may be a band-limited set of waveforms having a one-sided bandwidth less than or equal to B Hz.
- a number of distinct orthogonal and/or orthonormal waveforms that may be generated from the set ⁇ S(t) ⁇ may, in accordance with established Theorems, be upper-bounded by C ⁇ B, where C ⁇ 2 (see, for example, P. M.
- the key input may not be used and/or may not exist.
- one or more Time-of-Day (TOD) values may be used instead of the key input.
- a key input and one or more TOD values may be used.
- yet other values may be used.
- each of the PRWG is the same PRWG and each key differs relative to each other key.
- each key is the same key and each PRWG differs relative to each other PRWG.
- each key differs relative to each other key and each PRWG also differs relative to each other PRWG.
- a single PRWG and a single key may be used to generate a “long” waveform S L (t) which may be segmented into M overlapping and/or non-overlapping components to form a set of waveforms ⁇ S(t) ⁇ , as illustrated in FIG. 3 .
- any ⁇ -sec. segment of S L (t) may be used to define S 1 (t).
- any ⁇ -sec. segment of S L (t) may be used to define S 2 (t), with possibly the exception of the segment used-to define S 1 (t), etc.
- the choices may be predetermined and/or based on a key input.
- a new set of waveforms ⁇ S(t) ⁇ may be formed periodically, non-periodically, periodically over a first time interval and non-periodically over a second time interval and/or periodically but with a jitter imposed on a periodicity interval, responsive one or more TOD values that may, for example, be derived from processing of Global Positioning System (GPS) signals, and/or responsive to a transmission of a measure of at least one of the elements of ⁇ S(t) ⁇ .
- GPS Global Positioning System
- a processor may be operatively configured as a background operation, generating new sets of waveforms ⁇ S(t) ⁇ , and storing the new sets of waveforms ⁇ S(t) ⁇ in memory to be accessed and used as needed.
- a used set of waveforms ⁇ S(t) ⁇ may be discarded and not used again, whereas in other embodiments, a used set of waveforms ⁇ S(t) ⁇ may be placed in memory to be used again at a later time.
- some sets of waveforms ⁇ S(t) ⁇ are used once and then discarded, other sets of waveforms ⁇ S(t) ⁇ are not used at all, and still other sets of waveforms ⁇ S(t) ⁇ are used more than once.
- the waveform duration ⁇ and/or the waveform bandwidth B may vary between different sets of waveforms, transmission intervals and/or elements of a given set of waveforms.
- A/D Analog-to-Digital
- S/H Sample-and-Hold
- the GSO and/or other orthogonalization and/or orthonormalization procedure(s) are known to those skilled in the art and need not be described further herein (see, for example, Simon Haykin, “ Adaptive Filter Theory ,” at 173, 301, 497; 1986 by Prentice-Hall; and Bernard Widrow and Samuel D. Stearns “ Adaptive Signal Processing ,” at 183; 1985 by Prentice-Hall, Inc.).
- the sampling interval T may be chosen in accordance with Nyquist sampling theory to thereby preserve by the discrete-time waveforms ⁇ S(nT) ⁇ all, or substantially all, of the information contained in the continuous-time waveforms ⁇ S(t) ⁇ . It will also be understood that, in some embodiments of the invention, the sampling interval T may be allowed to vary over the waveform duration ⁇ , between different waveforms of a given set of waveforms and/or between different sets of waveforms. Furthermore, the waveform duration ⁇ may be allowed to vary, in some embodiments, between different waveforms of a given set of waveforms and/or between different sets of waveforms.
- PRNG Pseudo-Random Number Generators
- the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution is truncated.
- the at least one statistical distribution depends upon a value of the index j and/or n (i.e., the at least one statistical distribution is a function of (j, n)).
- the transformation comprises a Fourier transformation.
- the transformation comprises an inverse Fourier transformation.
- the transformation comprises an Inverse Fast Fourier Transformation (IFFT).
- IFFT Inverse Fast Fourier Transformation
- the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated.
- the at least one statistical distribution depends upon a value of the index j and/or n (i.e., the at least one statistical distribution is a function of (j, n)).
- I k I 2
- transmitting the waveform U 2 (nT) comprises transmitting substantially all of the elements (samples) of the waveform U 2 (nT) wherein substantially all of the elements (samples) of the waveform U 2 (nT) means transmitting U 2 (T), U 2 (2T), . . . , and U 2 (NT).
- any unambiguous mapping between the M possible information values of I k and the M distinct waveforms of the M-ary alphabet, ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ may be used to communicate information to a receiver (destination) provided that the receiver also has knowledge of the mapping.
- the ordering or indexing of the alphabet elements and the unambiguous mapping between the M possible information values of I k and the M distinct waveforms of the M-ary alphabet may be arbitrary, as long as both transmitter (source) and receiver (destination) have knowledge of the ordering and mapping.
- the information symbol I k may be constrained to only two possible values (binary system).
- an information symbol, I k is allowed to take on one of M distinct values (M ⁇ 2) the alphabet comprises more than M distinct waveforms, that may, according to embodiments of the invention be orthogonal/orthonormal waveforms, ⁇ U 1 (nT), U 2 (nT), . . .
- U L (nT) ⁇ ; L>M to thereby increase a distance between a set of M alphabet elements that are chosen and used to communicate information and thus allow an improvement of a communications performance measure such as, for example, an error rate, a propagations distance and/or a transmitted power level.
- a communications performance measure such as, for example, an error rate, a propagations distance and/or a transmitted power level.
- the number of distinct values that may be made available to an information symbol to thereby allow the information symbol to communicate one or more bits of information may be reduced or increased responsive to a channel state such as, for example an attenuation, a propagation distance and/or an interference level.
- a number of distinct elements comprising an alphabet may also change responsive to a channel state.
- a number of information symbol states (values) decreases a number of distinct elements comprising an alphabet increases, to thereby provide further communications benefit(s) such as, for example, a lower bit error rate, a longer propagation distance, reduced transmitted power, etc.
- At least some conventional transmitter functions comprising, for example, Forward Error Correction (FEC) encoding, interleaving, data repetition, filtering, amplification, modulation, frequency translation, scrambling, frequency hopping, etc., although not shown in FIGS. 1 through 4 , may also be used in some embodiments of the present invention to configure an overall transmitter chain. At least some of these conventional transmitter functions may be used, in some embodiments, in combination with at least some of the signal processing functions of FIG. 1 through FIG. 4 , to specify an overall transmitter signal processing chain.
- FEC Forward Error Correction
- an information bit sequence may be FEC encoded using, for example, a convolutional encoder, interleaved and/or bit-to-symbol converted to define a sequence of information symbols, ⁇ I k ⁇ .
- the sequence of information symbols, ⁇ I k ⁇ may then be mapped onto a waveform sequence ⁇ U k ⁇ , as illustrated in FIG. 4 .
- At least some, and in some embodiments all, of the elements of the waveform sequence ⁇ U k ⁇ may then be repeated, at least once, to increase a redundancy measure, interleaved, filtered, frequency translated, amplified and/or frequency-hopped, for example, (not necessarily in that order) prior to being radiated by an antenna of the transmitter.
- An exemplary embodiment of a transmitter comprising conventional signal functions in combination with at least some of the signal processing functions of FIG. 1 through FIG. 4 is illustrated in FIG. 5 .
- a receiver (destination) that is configured to receive communications information from a transmitter (source) comprising functions of FIG. 1 through FIG. 4 may be equipped with sufficient information to generate a matched filter bank responsive to the M-ary alphabet ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ of FIG. 4 .
- Such a receiver may be substantially synchronized with one or more transmitters using, for example, GPS-derived timing information. Substantial relative synchronism between a receiver and at least one transmitter may be necessary to reliably generate/update at the receiver the M-ary alphabet functions ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ and/or the matched filter bank to thereby provide the receiver with substantial optimum reception capability.
- all transmitters and receivers are substantially synchronized using GPS-derived timing information.
- a receiver may be provided with the appropriate key sequence(s) and the appropriate signal processing algorithms to thereby responsively form and/or update the M-ary alphabet functions and/or the matched filter bank.
- a receiver may also be configured with an inverse of conventional transmitter functions that may be used by a transmitter. For example, if, in some embodiments, a transmitter is configured with scrambling, interleaving of data and frequency hopping, then a receiver may be configured with the inverse operations of de-scrambling, de-interleaving of data and frequency de-hopping.
- An exemplary embodiment of a receiver which may correspond to the exemplary transmitter embodiment of FIG. 5 , is illustrated in FIG. 6 .
- FIG. 7 illustrates elements of a communications transmitter according to further embodiments of the invention.
- FEC Forward Error Correction
- bit interleaving and bit-to-symbol conversion performed on an input bit sequence ⁇ b ⁇ to thereby form an information symbol sequence ⁇ I k ⁇
- the information symbol sequence ⁇ I k ⁇ is mapped onto a non-cyclostationary waveform sequence ⁇ U k (nT) ⁇ using a first M-ary non-cyclostationary orthonormal alphabet (Alphabet 1).
- An element of ⁇ U k (nT) ⁇ may then be repeated (at least once), as illustrated in FIG.
- a second M-ary non-cyclostationary orthonormal alphabet (Alphabet 2), interleaved, transformed to a continuous-time domain representation, filtered, amplified (not necessarily in that order) and transmitted.
- the repeat of an element of ⁇ U k (nT) ⁇ may be performed using a different alphabet (Alphabet 2) in order to reduce or eliminate a cyclostationary feature/signature in the transmitted waveform.
- the at least two alphabets of FIG. 7 may be replaced by new alphabets following the transmission of a predetermined number of waveform symbols.
- the predetermined number of waveform symbols is one.
- a large reservoir of alphabets may be available and new alphabet choices may be made following the transmission of the predetermined number of waveform symbols and/or at predetermined TOD values.
- the M-ary non-cyclostationary orthonormal alphabet waveforms may be broadband waveforms as illustrated in FIG. 8 .
- FIG. 8 illustrates a power spectral density of a broadband waveform defining the M-ary non-cyclostationary orthonormal alphabet (such as, for example, waveform S L (t) of FIG. 3 ), over frequencies of, for example, an L-band (e.g., from about 1525 MHz to about 1660.5 MHz).
- an L-band e.g., from about 1525 MHz to about 1660.5 MHz.
- the power spectral density of S L (t) and/or any other set of waveforms used to define the M-ary non-cyclostationary orthonormal alphabet may be chosen to exist over any other frequency range and/or interval(s).
- different alphabets may be defined over different frequency ranges/intervals (this feature may provide intrinsic frequency hopping capability).
- certain frequency intervals that warrant protection (or additional protection) from interference such as, for example, a GPS frequency interval, may be substantially excluded from providing frequency content for the generation of the M-ary non-cyclostationary orthonormal alphabets. It will be appreciated that the transmitter embodiment of FIG.
- FIG. 7 illustrates a “direct synthesis” transmitter in that the transmitter directly synthesizes a waveform that is to be transmitted, without resorting to up-conversion, frequency translation and/or carrier modulation functions. This aspect may further enhance the LPI/LPD/LPE feature(s) of a communications system.
- a bandwidth of a signal to be transmitted by a transmitter exceeds a bandwidth limit associated with an antenna and/or other element of the transmitter
- the signal may be decomposed/segmented/divided into a plurality of components, each component of the plurality of components having a bandwidth that is smaller than the bandwidth of the signal.
- a transmitter may be configured with a corresponding plurality of antennas and/or a corresponding plurality of other elements to transmit the plurality of components.
- Analogous operations for reception may be included in a receiver.
- a receiver (destination) that is configured to receive communications information from a transmitter (source) comprising the functionality of FIG. 7 , may be provided with sufficient information to generate a matched filter bank corresponding to the transmitter waveform set of the M-ary alphabet ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ .
- a receiver may be substantially synchronized with the transmitter using GPS-derived timing information (i.e., TOD).
- FIG. 9 illustrates elements of such a receiver, according to exemplary embodiments of the present invention. As illustrated in FIG.
- a matched-filter bank comprising matched filters reflecting the TOD-dependent waveform alphabets used by the transmitter, is used for detection of information.
- the receiver may have information regarding what waveform alphabet the transmitter may have used as a function of TOD.
- the receiver operating in substantial TOD synchronism with the transmitter, may know to configure the matched-filter bank with the appropriate (TOD-dependent) matched filter components to thereby achieve optimum or near optimum signal detection.
- soft decisions of a received symbol sequence may be made, followed by bit de-interleaving and bit decoding, to thereby generate an estimate of a transmitted information bit sequence.
- a receiver architecture such as, for example, the receiver architecture illustrated in FIG. 9 , may further configure a matched filter bank to include a “rake” matched filter architecture, to thereby resolve multipath components and increase or maximize a desired received signal energy subject to multipath fading channels.
- a significant number of multipath components may be resolvable.
- Rake matched filter architectures are known to those skilled in the art and need not be described further herein (see, for example, John G. Proakis, “ Digital Communications ,” McGraw-Hill, 1983, section 7.5 starting at 479; also see R. Price and P. E. Green Jr. “ A Communication Technique for Multipath Channels ,” Proc. IRE, Vol. 46, pp. 555-570, March 1958).
- FIG. 10 illustrates an operational scenario relating to a communications system that may be a covert communications system, in accordance with some embodiments of the present invention, wherein air-to-ground, air-to-air, air-to-satellite and/or satellite-to-ground communications may be conducted. Ground-to-ground communications (not illustrated in FIG. 10 ) may also be conducted. Modes of communications may be, for example, point-to-point and/or point-to-multipoint.
- a network topology that is predetermined and/or configured in an ad hoc fashion, in accordance with principles known to those skilled in the art, may be used to establish communications in accordance with any of the embodiments of the invention and/or combinations (or sub-combinations) thereof.
- FIGS. 11 through 14 illustrate elements relating to a matched filter and/or a matched filter bank in accordance with exemplary embodiments of the invention, as will be appreciated by those skilled in the art.
- FIG. 15 further illustrates elements of a transmitter/receiver combination in accordance with further embodiments of the invention.
- the design and operation of blocks that are illustrated in the block diagrams herein and not described in detail are well known to those having skill in the art.
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communications devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide these communications devoid of cyclostationary features. For example, as shown in FIG. 15 , if LPI/LPD/LPE and/or minimum interference communications are desired, then non-cyclostationary waveforms may be transmitted. However, when LPI/LPD/LPE and/or minimum interference communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver/transmitter to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted or need to be transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE and/or minimum interference communications are desired, and/or based on other parameters and/or properties of the communications environment.
- a transmitter may be configured to selectively radiate a pseudo-random noise waveform that may be substantially devoid of information and is distributed in accordance with at least one statistical distribution such as, for example, Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution.
- the at least one statistical distribution may be truncated and the pseudo-random noise waveform may occupy a bandwidth that is substantially the same as a bandwidth occupied by a communications waveform.
- the transmitter may be configured to selectively radiate the pseudo-random noise waveform during periods of time during which no communications information is being transmitted. This may be used, in some embodiments, to create a substantially constant/invariant ambient/background noise floor, that is substantially independent of whether or not communications information is being transmitted, to thereby further mask an onset of communications information transmission.
- Communications systems, waveforms, methods, computer program products and/or principles described herein may also find applications in environments wherein covertness may not be a primary concern.
- Communications systems, waveforms, methods, computer program products and/or principles described herein may, for example, be used to provide short-range wireless communications (that may, in accordance with some embodiments, be broadband short-range wireless communications) in, for example, a home, office, conference and/or business environment while reducing and/or minimizing a level of interference to one or more other communications services and/or systems that may be using the same, substantially the same and/or near-by frequencies as the short-range communications system.
- a cellular telecommunications system in accordance with communications waveform principles described herein, may be configured, for example, as an overlay to one or more conventional cellular/PCS systems and/or one or more other systems, using the frequencies of one or more licensed and/or unlicensed bands (that may also be used by the one or more conventional cellular/PCS systems and/or the one or more other systems) to communicate with user equipment using broadband and/or Ultra Wide-Band (UWB) waveforms.
- UWB Ultra Wide-Band
- the broadband and/or UWB waveforms may be non-cyclostationary and Gaussian-distributed, for example, in accordance with the teachings of the present invention, to thereby reduce and/or minimize a level of interference to the one or more conventional cellular/PCS systems and/or to the one or more other systems by the overlay cellular telecommunications system and thereby allow the overlay cellular telecommunications system to reuse the available spectrum (which is also used by the one or more conventional cellular/PCS systems and/or the one or more other systems) to provide communications services to users.
- a cellular telecommunications system that is configured to communicate with user devices using communications waveforms in accordance with the transmitter, receiver and/or waveform principles described herein, is an overlay to one or more conventional cellular/PCS systems and/or to one or more other systems and is using the frequencies of one or more licensed and/or unlicensed bands (also being used by the one or more conventional cellular/PCS systems and/or the one or more other systems).
- the cellular telecommunications system may be further configured to provide communications preferentially using frequencies of the one or more licensed and/or unlicensed bands that are locally not used substantially and/or are locally used substantially as guardbands and/or transition bands by the one or more conventional cellular/PCS systems and/or the one or more other systems, to thereby further reduce a level of interference between the cellular telecommunications system and the one or more conventional cellular/PCS systems and/or the one or more other systems.
- the terms “locally not used substantially” and/or “locally used substantially as guardbands and/or transition bands” refer to a local service area of a base station and/or group of base stations and/or access point(s) of the cellular telecommunications system.
- the cellular telecommunications system may, for example, be configured to identify frequencies that are “locally not used substantially” and/or frequencies that are “locally used substantially as guardbands and/or transition bands” by the one or more conventional cellular/PCS systems and/or the one or more other systems and preferentially use the identified frequencies to communicate bidirectionally and/or unidirectionally with user equipment thereby further reducing or minimizing a measure of interference.
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communication devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, as shown in FIG. 16 , if LPI/LPD/LPE communications are desired, then non-cyclostationary waveforms may be transmitted. In contrast, when LPI/LPD/LPE communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE communications are desired.
- These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instructions which implement the function/act specified in the block diagrams and/or flowchart block or blocks.
- the computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- the present invention may be embodied in hardware and/or in software (including firmware, resident software, micro-code, etc.).
- the present invention may take the form of a computer program product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embodied in the medium for use by or in connection with an instruction execution system.
- a computer-usable or computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
- the functions/acts noted in the blocks of the block diagrams/flowcharts may occur out of the order noted in the block diagram/flowcharts.
- two blocks shown in succession may in fact be executed substantially concurrently or the blocks may sometimes be executed in the reverse order, depending upon the functionality/acts involved.
- the functionality of a given block of the flowcharts/block diagrams may be separated into multiple blocks and/or the functionality of two or more blocks of the flowcharts/block diagrams may be at least partially integrated.
- XG-CSSC neXt Generation (XG) Chipless Spread-Spectrum Communications (CSSC) system
- XG-CSSC provides extreme privacy, cognitive radio capability, robustness to fading and interference, communications performance associated with M-ary orthonormal signaling and high multiple-access capacity.
- XG-CSSC uses spread-spectrum waveforms that are devoid of chipping and devoid of any cyclostationary signature, statistically indistinguishable from thermal noise and able to cognitively fit within any available frequency space (narrow-band, broad-band, contiguous, non-contiguous).
- XG-CSSC maintains some or all desirable features of classical direct-sequence spread-spectrum communications while providing new dimensions that are important to military and commercial systems.
- XG-CSSC combines M-ary orthonormal signaling with chipless spread-spectrum waveforms to provide extreme covertness and privacy.
- Military wireless networks whose mission is to gather and disseminate intelligence stealthily, in accordance with Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and Low Probability of Exploitation (LPE) doctrine, may use XG-CSSC terrestrially and/or via satellite. In situations where armed forces face difficult spectrum access issues, XG-CSSC may be used to cognitively and covertly utilize spectrum resources at minimal impact to incumbent users.
- LPI Low Probability of Intercept
- LPD Low Probability of Detection
- LPE Low Probability of Exploitation
- XG-CSSC may be used to provide opportunistic communications using spectrum that is detected unused.
- spectrum usage continues to increase, it may become important to equip networks and user devices with agility to use opportunistically any portion (or portions) of a broad range of frequencies that is/are detected as unused or lightly used.
- a regime is envisioned wherein primary usage of spectrum and secondary (opportunistic) usage of the same spectrum co-exist on a non-interference, or substantially non-interference, basis.
- a Gram-Schmidt Orthonormalization (GSO) procedure may be applied to a set of “seed” functions, to generate an orthonormal/orthogonal set of waveforms.
- the seed functions may be discrete-time functions, may be constructed pseudo-randomly in accordance with, for example, Gaussian statistics (that may be truncated Gaussian statistics) and in accordance with any desired power spectral density characteristic that may be predetermined and/or adaptively formed based on cognitive radio principles.
- the GSO operation performed on the seed functions yields a set of Gaussian-distributed orthonormal waveforms.
- the set of Gaussian-distributed orthonormal waveforms may be used to define a signaling alphabet that may be used to map an information sequence into spread-spectrum waveforms without resorting to chipping of the information sequence.
- a Power Spectrum Estimator may be used to identify frequency content being radiated by other transmitters. This may be accomplished by, for example, subjecting a band of frequencies, over which it is desired to transmit information, to a Fast Fourier Transform (FFT). Responsive to the output of the PSE, a “Water-Filling Spectrum Shape” (WFSS) may be formed in the FFT domain. Each element (bin) of the WFSS FFT may be assigned a pseudo-random phase value that may be chosen from (0, 2 ⁇ ). An Inverse Fast Fourier Transform (IFFT) may be applied to the WFSS FFT, as illustrated in FIG. 1 , to generate a corresponding Gaussian-distributed discrete-time function.
- FFT Fast Fourier Transform
- the technique is not limited to Gaussian distributions. However, the Gaussian distribution is of particular interest since waveforms that have Gaussian statistics and are devoid of cyclostationary features are substantially indistinguishable from thermal noise.)
- the process may be repeated M times to produce a set of M independent Gaussian-distributed discrete-time functions. Still referring to FIG. 17 , the output values of the IFFT may be limited in amplitude, in accordance with a truncated Gaussian distribution, in order to minimize non-linear distortion effects in the amplification stages of the radio.
- a one-sided bandwidth of ⁇ S(nT) ⁇ be limited to B Hz.
- the set of orthonormal waveforms ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ may be used to define an M-ary orthonormal Gaussian-distributed signaling alphabet whose elements may be used to map an M-ary information sequence ⁇ I k ⁇ ; I k ⁇ I 1 , I 2 , I M ⁇ into a spread-spectrum waveform sequence ⁇ U k (nT) ⁇ .
- the discrete-time index “k” relates to the signaling interval whereas the discrete-time index “n” refers to the waveform sampling interval.
- a signaling interval includes N waveform sampling intervals.
- the system comprises M orthogonal channels (as defined by the M orthonormal waveforms) two or more of the orthonormal waveforms may be transmitted simultaneously.
- each one of the transmitted orthonormal waveforms may be modulated by either “+1” or “ ⁇ 1”, to reflect a state of an associated bit, thus conveying one bit of information.
- the following example illustrates a trade off between M-ary orthogonal signaling and binary signaling.
- a number of orthogonal waveforms that may be generated from a set of seed waveforms ⁇ S(nT) ⁇ is upper-bounded by 2.4 ⁇ B.
- transmitting one orthonormal waveform may relay 10 bits of information.
- the M-ary signaling approach may yield a data throughput of 10 kbps (since the signaling interval is 1 ms).
- each one of a plurality of orthonormal waveforms may be modulated by either “+1” or “ ⁇ 1” and transmitted, conveying 1 bit of information.
- the binary signaling scheme may be ideally suited for high-capacity multiple-access military and/or commercial communications
- the M-ary signaling scheme may be preferred for certain special operations situations that require extreme covertness and/or privacy.
- a receiver that is configured to receive information from the transmitter of FIG. 17 may be equipped with sufficient information to generate a matched filter bank corresponding to the M-ary signaling alphabet ⁇ U 1 (nT), U 2 (nT), . . . , U M (nT) ⁇ .
- FIG. 18 illustrates key functions of such a receiver.
- the receiver may further be optimized for fading channels by using “rake” principles.
- the receiver may be configured to detect lightly used or unused frequencies and instruct one or more transmitters, via a control channel message, to transmit information over the detected lightly used or unused frequencies.
- the predetermined frequency interval may, according to some embodiments, be changing with time responsive to, for example, a Time-of-Day (ToD) value and/or any other input.
- the frequency-occupancy information may be of relatively low data rate and the predetermined frequency interval may be relatively large in bandwidth so as to provide sufficient processing gain to overcome the interference.
- one or more elements of the M-ary signaling alphabet may be precluded from being used for wireless transmission and this may be used to provide a receiver with error detection and/or error correction capability, as will be appreciated by those skilled in the art.
- FIG. 19( a ) is a Power Spectral Density (“PSD”) of a transmitted XG-CSSC carrier in an interference-free environment (or in the presence of interference but without the cognitive function having been activated).
- FIG. 19( b ) shows the impact of a radio's cognitive function.
- the PSD of a XG-CSSC carrier is “molded” around the interference.
- FIG. 19( c ) shows the PSD of the XG-CSSC carrier (of FIG. 19( a ) or 19 ( b )) following square-law detection, illustrating a featureless (non-cyclostationary) nature thereof.
- the first and second traces of FIG. 20 show a PSD of conventional QPSK and a PSD of conventional QPSK following square-law detection, illustrating a cyclostationary signature of conventional QPSK.
- FIG. 21 shows a constellation associated with transmission of 20,000 16-ary symbols of the XG-CSSC carrier (of FIG. 3( a ) or 3 ( b )) and FIG. 22 represents a histogram thereof. It is seen from FIGS. 3 , 5 and 6 that XG-CSSC transmissions may be substantially featureless and substantially indistinguishable from thermal noise.
- FIG. 23 shows a Bit Error Rate (“BER”) vs. a Symbol Energy to Noise Power Spectral Density (“E S /N 0 ”) for uncoded 16-ary XG-CSSC and uncoded spread-spectrum 16-QAM.
- BER Bit Error Rate
- E S /N 0 Symbol Energy to Noise Power Spectral Density
- FIG. 24 shows BER performance subject to Co-Channel (“CC”) interference.
- the two systems (16-ary XG-CSSC and spread-spectrum 16-QAM) remain uncoded as in FIG. 23 .
- Two types of CC interference are considered: Wide-Band (“WB”) and Band-Pass (“BP”).
- WB interference is modeled as wideband complex Gaussian noise and its PSD spans the entire desired signal spectrum.
- BP interference is modeled as band-pass complex Gaussian noise and its PSD spans only 20% of the desired signal spectrum.
- the power of interference (whether WB or BP) is made equal to the power of the desired signal.
- the cognitive aspect of XG-CSSC is not activated. As a consequence, the interference spectrum and the XG-CS SC spectrum remain co-channel impairing BER performance.
- FIG. 25 focuses on the impact of BP interference and displays XG-CSSC system performance with and without cognition. The two systems remain uncoded, as above, and the power of interference remains equal to the power of the desired signal.
- the term “Adaptive XG-CSSC” indicates that the associated curve represents XG-CSSC with the cognitive feature active. It can be observed that performance of XG-CSSC subject to the cognitive feature (interference avoidance) is indistinguishable from the interference-free case (the blue [square points] and green [star points] curves are on top of each other).
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communication devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, as shown in FIG. 16 if LPI/LPD/LPE communications are desired, then non-cyclostationary waveforms may be transmitted. In contrast, when LPI/LPD/LPE communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE communications are desired.
- These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instructions which implement the function/act specified in the block diagrams and/or flowchart block or blocks.
- the computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- the present invention may be embodied in hardware and/or in software (including firmware, resident software, micro-code, etc.).
- the present invention may take the form of a computer program product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embodied in the medium for use by or in connection with an instruction execution system.
- a computer-usable or computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
- the functions/acts noted in the blocks of the block diagrams/flowcharts may occur out of the order noted in the block diagram/flowcharts.
- two blocks shown in succession may in fact be executed substantially concurrently or the blocks may sometimes be executed in the reverse order, depending upon the functionality/acts involved.
- the functionality of a given block of the flowcharts/block diagrams may be separated into multiple blocks and/or the functionality of two or more blocks of the flowcharts/block diagrams may be at least partially integrated.
Abstract
Description
- This application is a continuation of U.S. patent application Ser. No. 14/187,899, filed Feb. 24, 2014, entitled Systems and/or Methods of Wireless Communications, which itself is a continuation of U.S. patent application Ser. No. 13/011,451, filed Jan. 21, 2011, entitled Systems and/or Methods of Increased Privacy Wireless Communications, which itself is a continuation-in-part of U.S. patent application Ser. No. 12/372,354, filed Feb. 17, 2009, entitled Wireless Communications Systems and/or Methods Providing Low Interference, High Privacy and/or Cognitive Flexibility, which itself claims priority to U.S. Provisional Application No. 61/033,114, filed Mar. 3, 2008, entitled Next Generation (XG) Chipless Spread-Spectrum Communications (CSSC), and is a continuation-in-part (CIP) of U.S. application Ser. No. 11/720, 115, filed May 24, 2007, entitled Systems, Methods, Devices and/or Computer Program Products For Providing Communications Devoid of Cyclostationary Features, which is a 35 U.S.C. §371 national stage application of PCT Application No. PCT/US2006/020417, filed on May 25, 2006, which claims priority to U.S. Provisional Patent Application No. 60/692,932, filed Jun. 22, 2005, entitled Communications Systems, Methods, Devices and Computer Program Products for Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and/or Low Probability of Exploitation (LPE) of Communications Information, and also claims priority to U.S. Provisional Patent Application No. 60/698,247, filed Jul. 11, 2005, entitled Additional Communications Systems, Methods, Devices and Computer Program Products for Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and/or Low Probability of Exploitation (LPE) of Communications Information and/or Minimum Interference Communications, the entirety of all of which are incorporated herein by reference. The above-referenced PCT International Application was published in the English language as International Publication No. WO 2007/001707.
- This invention relates to low interference, high privacy, featureless covert communications systems and/or methods that may also comprise cognitive capability. More specifically, the invention relates to wireless communications systems and/or methods (that may comprise wireless spread-spectrum communications systems and/or methods), that can provide low interference, high privacy, high covertness, featureless and/or cognitive capability. The invention also relates to Low Probability of Intercept (LPI), Low Probability of Detection (LPD), Low Probability of Exploitation (LPE) and/or Minimum Interference Communications (MIC) systems, methods, devices and/or computer program products that may also be used to provide low interference, white space spectrum communications commercially.
- In wireless communications, access to sufficient spectrum is becoming increasingly difficult owing to an ever-increasing desire of users for faster multi-media broadband services. Known systems and/or methods of LPI/LPD/LPE and/or Jam Resistant (JR) communications and/or Burst Communications (BURSTCOMM) may combine, in general, hybrid spread-spectrum waveforms comprising Frequency-Hopping (FH), Direct Sequence Pseudo-Noise (DSPN) spreading and/or Time-Hopping (TH) to increase covertness and/or resistance to jamming. Transmitting a FH/DSPN spread-spectrum waveform in pseudo-random short bursts using, for example, a TH technique, may, for example, reduce an interceptor's ability to integrate sufficient energy to trigger a detectability threshold associated with a radiometer that the interceptor may be using as a means of signal detection/identification. It is known that a radiometric approach to signal detection/identification may yield a suboptimum and/or unsatisfactory performance measure when attempting to detect/identify/exploit a FH/DSPN/TH spread-spectrum communications signal in a changing noise and/or interference environment. This may be due to a background noise/interference level and/or a signal energy reaching the interceptor's receiver being insufficient over the interceptor's radiometric integration time.
- A wireless communications system configured for Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and/or Low Probability of Exploitation (LPE) communications may use waveforms substantially devoid of a cyclostationary signature to improve a LPI/LPD/LPE property. A set of M independent “seed” waveforms that satisfy a time-bandwidth constraint may be used via a Gram-Schmidt Orthogonalization (GSO) procedure to generate M orthonormal functions. In accordance with exemplary embodiments of the present invention, the M seed waveforms may, for example, be chosen from a band-limited Gaussian-distributed process (such as, for example, Gaussian-distributed pseudo-random noise) and may be used to generate, via an orthogonalization operation, such as, for example, a GSO, a corresponding set of M Gaussian-distributed orthonormal functions substantially devoid of a cyclostationary property.
- The set of M Gaussian-distributed orthonormal functions may be used in a communications system to define a signaling alphabet of a transmitter of the communications system (and a corresponding matched filter bank of a receiver of the communications system) to thereby reduce or eliminate a cyclostationary signature of a transmitted communications waveform and thus increase a covertness measure and/or a privacy measure of the communications system.
- The set of M Gaussian-distributed orthonormal functions may be updated, modified and/or changed as often as necessary to further increase and/or maximize a covertness/privacy measure of the communications system.
- A receiver of the communications system may be equipped with substantially the same algorithm(s) that are used by the transmitter of the communications system and the receiver may be substantially synchronized with the transmitter to thereby re-create and use at the receiver the M Gaussian-distributed orthonormal functions for detection of communications information.
- The set of M orthonormal functions may, in some embodiments, be a set of orthogonal but not necessarily orthonormal functions. In further embodiments, the set of M orthonormal functions may be non-Gaussian distributed and may be, for example, uniformly distributed, Rayleigh distributed and/or distributed in accordance with any other known (continuous and/or discrete) and/or arbitrary distribution. In still further embodiments of the invention, different functions/elements of an M-ary orthonormal and/or orthogonal signaling alphabet may be differently distributed.
- Embodiments of the invention provide a transmitter comprising a system for communicating information based upon a waveform that is substantially devoid of a cyclostationary property. The transmitter may comprise at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property may include at least one element of the plurality of elements of the at least one waveform alphabet. The at least one waveform alphabet may be generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value.
- In some embodiments, communicating information comprises associating a measure of information with at least one element of the at least one waveform alphabet wherein the measure of information may be a message and/or a symbol comprising at least one bit.
- In some embodiments, at least first and second elements of the plurality of elements are substantially orthogonal therebetween and/or substantially orthonormal therebetween. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. According to some embodiments, the at least one statistical distribution is truncated.
- In further embodiments, the key comprises a bit sequence and in some embodiments, the bit sequence comprises a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence. The Time-of-Day (TOD) value may be based upon GPS. Generating the at least one waveform alphabet may comprise using a predetermined algorithm and/or look-up table.
- In some embodiments, an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- The transmitter may further comprise a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one waveform alphabet. In some embodiments, the direct waveform synthesis comprises at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer, wherein the Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT).
- In further embodiments, the orthogonalizer may be a Gram-Schmidt orthogonalizer. In still further embodiments, the at least one waveform alphabet may comprise at least two waveform alphabets. The at least one waveform alphabet may be used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit. The at least one second waveform alphabet may be used over the second time interval and the at least one waveform alphabet and the at least one second waveform alphabet may be different therebetween, wherein different comprises a difference in a time-domain and/or frequency-domain characteristic.
- In some embodiments, the transmitter may further be configured to transmit at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform. The frequency content may be a power spectral density.
- In some embodiments, the transmitter is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a space-based component such as a satellite. The vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- In further embodiments, the transmitter being devoid of a cyclostationary property comprises being devoid of a chipping rate. The transmitter may further include Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving and, according to some embodiments, the transmitter may include communicating information wirelessly and/or communicating spread-spectrum information.
- In some embodiments, the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency. In further embodiments, at least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter, wherein the second transmitter may be a transmitter associated with a commercial and/or military communications system.
- The at least one waveform alphabet may be used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one waveform alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more waveform alphabets other than the at least one waveform alphabet. In some embodiments, usage comprises usage of at least one element of the plurality of elements of the at least one waveform alphabet.
- In some embodiments, the transmitter comprises a synthesis associated with the waveform that is substantially devoid of a frequency translation. The synthesis may include a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and the transmitter communicating information based upon the waveform without subjecting the waveform to a frequency translation.
- According to some embodiments of the invention, the plurality of operations include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving. In some embodiments, generating values pseudo-randomly comprises generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- In further embodiments, generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution, wherein the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated. The at least one value may be a time-domain and/or frequency-domain value and the at least one value may be real, imaginary and/or complex. The at least one value may be based upon at least one statistical distribution.
- Embodiments of the invention provide a transmitter comprising a synthesis block and a transmission block, wherein the synthesis block is configured to synthesize at least one alphabet based upon at least one statistical distribution and the transmission block is configured to transmit a waveform based upon the at least one alphabet. In some embodiments the waveform may be devoid of a cyclostationary property and the at least one alphabet may comprise a plurality of elements and each element of the plurality of elements may be devoid of a cyclostationary property. The synthesis block may be a direct synthesis block that does not include a frequency translation function and the transmission block may not include a frequency translation function.
- In some embodiments, the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated.
- In further embodiments, the at least one alphabet comprises a plurality of elements and at least a first and second element of the plurality of elements are substantially orthogonal therebetween. In still further embodiments, substantially orthogonal comprises substantially orthonormal. The at least one alphabet may be generated based upon the at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value and may be used by the transmitter for communicating information. In some embodiments, communicating information comprises associating a measure of information with at least one element of the at least one alphabet, wherein the measure of information may be a message and/or symbol comprising at least one bit. The key may comprise a bit sequence and the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence. The Time-of-Day (TOD) value may be based upon GPS.
- In some embodiments, generating the at least one alphabet comprises using a predetermined algorithm and/or a look-up table. In further embodiments, an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- In still other embodiments, the synthesis block comprises a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one alphabet. The direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer. The Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT). The orthogonalizer may be a Gram-Schmidt orthogonalizer.
- In further embodiments, the at least one alphabet comprises at least two alphabets. The at least one alphabet may be used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit. At least one second alphabet may be used over the second time interval. The at least one alphabet and the at least one second alphabet may be different therebetween, wherein different may comprise a difference in a time-domain and/or frequency-domain characteristic.
- In still further embodiments, at least one second waveform is transmitted during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform. The frequency content may be a power spectral density.
- According to some embodiments, the transmitter is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite. The vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle. In further embodiments, devoid of a cyclostationary property comprises devoid of a chipping rate.
- In accordance with some embodiments, the transmitter further comprises Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving. In accordance with other embodiments, communicating information comprises communicating information wirelessly. In further embodiments, communicating information comprises communicating spread-spectrum information. According to further embodiments, the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency.
- In some embodiments, at least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter. The second transmitter may be a transmitter of a commercial and/or a military communications system. In other embodiments, the at least one alphabet is used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more alphabets other than the at least one alphabet. In further embodiments, usage comprises usage of at least one element of the plurality of elements of the at least one alphabet.
- In still further embodiments of the invention, a synthesis associated with the waveform is substantially devoid of a frequency translation. The synthesis may include a plurality of operations that may be used to form the waveform, the plurality of operations may not include a frequency translation and the transmitter may transmit the waveform without subjecting the waveform to a frequency translation. The plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- In accordance with some embodiments, generating values pseudo-randomly comprises generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input. In further embodiments, generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution, the at least one statistical distribution comprising a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. In some embodiments, the at least one statistical distribution may be truncated. In further embodiments, the at least one value is a time-domain and/or frequency-domain value.
- In still further embodiments of the invention, the at least one value is real, imaginary and/or complex. The at least one value may be based upon at least one statistical distribution, wherein the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. The at least one statistical distribution may be a truncated distribution.
- Embodiments of the invention provide a transmitter comprising a system for communicating information based upon a spread-spectrum waveform that is substantially devoid of a chipping rate.
- Other embodiments of the invention provide a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a spread-spectrum waveform that is substantially devoid of a chipping rate.
- Further embodiments of the invention provide a transmitter comprising a system for communicating information based upon a waveform that is substantially Gaussian distributed.
- Still further embodiments of the invention provide a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a waveform that is substantially Gaussian distributed.
- Additional embodiments provide a transmitter comprising a system for communicating information based upon a waveform that does not include a cyclostationary signature.
- Some embodiments provide a receiver comprising a system for receiving information from a transmitter, wherein the information is based upon a waveform that does not include a cyclostationary signature.
- Other embodiments provide a transmitter comprising a system for mapping an information sequence onto a waveform sequence that is substantially devoid of a cyclostationary signature.
- Further embodiments provide a receiver comprising a system for mapping a waveform sequence that is substantially devoid of a cyclostationary signature onto an information sequence.
- Still further embodiments provide a receiver comprising a system for providing information based upon processing a waveform that is substantially devoid of a cyclostationary property.
- Additional embodiments provide a receiver comprising a system for receiving information comprising at least one alphabet based upon at least one statistical distribution.
- Embodiments of the invention further provide a transmitter comprising a system for transmitting a waveform, wherein the waveform is based upon at least one alphabet that is based upon at least one statistical distribution. The at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- In some embodiments, the at least one alphabet comprises a plurality of elements and at least a first and second element of the plurality of elements are substantially orthogonal therebetween. In some embodiments, substantially orthogonal comprises substantially orthonormal.
- Embodiments of the invention provide a receiver comprising a system for receiving a waveform, wherein the waveform is based upon at least one alphabet that is based upon at least one statistical distribution. The at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated. The at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween. In some embodiments, substantially orthogonal comprises substantially orthonormal.
- In accordance with some embodiments of the present invention, a method of communicating information is provided, the method comprising transmitting and/or receiving a waveform that is substantially devoid of a cyclostationary property. The method optionally further comprises using at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property includes at least one element of the plurality of elements of the at least one waveform alphabet. In accordance with the method, the at least one waveform alphabet is optionally generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value. Further in accordance with the method, communicating information optionally comprises associating a measure of information with at least one element of the at least one waveform alphabet. The measure of information may be a message and/or symbol comprising at least one bit.
- In accordance with the method, at least first and second elements of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal.
- Further in accordance with the method, the at least one statistical distribution optionally comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- In some embodiments according to the method, the key comprises a bit sequence, wherein the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- In further embodiments, the Time-of-Day (TOD) value is based upon GPS. In still further embodiments, generating the at least one waveform alphabet comprises using a predetermined algorithm and/or look-up table. In some embodiments, an element of the plurality of elements is based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- According to some embodiments according to the method, the method further comprises a direct waveform synthesis devoid of a frequency translation, wherein the direct waveform synthesis is used to generate the at least one waveform alphabet, wherein the direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer. In some embodiments, the Fourier transform is a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform is an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT). In further embodiments, the orthogonalizer is a Gram-Schmidt orthogonalizer.
- In accordance with other embodiments of the invention, the at least one waveform alphabet comprises at least two waveform alphabets. In accordance with some embodiments, the at least one waveform alphabet is used over a first time interval and not used over a second time interval, wherein the first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit.
- In accordance with further embodiments of the invention, at least one second waveform alphabet is used over the second time interval, wherein the at least one waveform alphabet and the at least one second waveform alphabet may be different therebetween. In some embodiments, different comprises a difference in a time-domain and/or frequency-domain characteristic.
- In still other embodiments of the invention, the method comprises transmitting at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform. The frequency content may be a power spectral density. In further embodiments of the invention, the method comprises using a transmitter that is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite. The vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle.
- In some embodiments in accordance with the method, devoid of a cyclostationary property comprises devoid of a chipping rate. The method optionally further comprises using Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving. In some embodiments according to the method, communicating information comprises communicating information wirelessly. In other embodiments according to the method, communicating information comprises communicating spread-spectrum information.
- In further embodiments in accordance with the method, the waveform comprises a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency. In some embodiments in accordance with the method, at least some frequencies of the first and/or second plurality of frequencies are also used by a second transmitter, wherein the second transmitter may be a transmitter of a commercial communications system.
- In accordance with the method, the at least one waveform alphabet is optionally used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly optionally comprises usage of the at least one waveform alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more waveform alphabets other than the at least one waveform alphabet. In accordance with the method, usage optionally comprises usage of at least one element of the plurality of elements of the at least one waveform alphabet.
- The method optionally further comprises a synthesis associated with the waveform that may be substantially devoid of a frequency translation. In accordance with the method, the synthesis optionally includes a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and wherein the transmitter communicates information based upon the waveform without subjecting the waveform to a frequency translation. The plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- Generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input. Generating at least one value may comprise generating at least one value based upon at least one statistical distribution. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. In accordance with the method, the at least one statistical distribution may be truncated.
- Further in accordance with the method, the at least one value may be a time-domain and/or frequency-domain value. The at least one value may be real, imaginary and/or complex and the at least one value may be based upon at least one statistical distribution.
- According to embodiments of the present invention, a method of transmitting a signal is provided, the method comprising synthesizing at least one alphabet based upon at least one statistical distribution and transmitting a waveform based upon the at least one alphabet, wherein the waveform may be devoid of a cyclostationary property and the at least one alphabet may comprise a plurality of elements, each element of the plurality of elements may be devoid of a cyclostationary property. The synthesizing may be a direct synthesis that does not include a frequency translation function. Further according to the method, the transmitting may not include a frequency translation function.
- The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution, wherein the at least one statistical distribution may be truncated.
- In accordance with the method, the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween. Substantially orthogonal may comprise substantially orthonormal. According to further embodiments of the present invention, the at least one alphabet may be generated based upon the at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value and may be used by a transmitter for communicating information. Communicating information may comprise associating a measure of information with at least one element of the at least one alphabet. The measure of information may be a message and/or symbol comprising at least one bit. The key may comprise a bit sequence and the bit sequence may comprise a TRANsmissions SECurity (TRANSEC) and/or a COMMunications SECurity (COMMSEC) bit sequence.
- According to still more embodiments of the present invention, the Time-of-Day (TOD) value may be based upon GPS. Generating the at least one alphabet may comprise using a predetermined algorithm and/or look-up table.
- According to yet more embodiments of the present invention, an element of the plurality of elements may be based upon a plurality of time-domain and/or frequency-domain values, wherein a time-domain and/or frequency-domain value of the plurality of time-domain and/or frequency-domain values may be real, imaginary and/or complex.
- According to further embodiments of the present invention, the synthesizing may comprise synthesizing a direct waveform devoid of a frequency translation, wherein the direct waveform synthesizing may be used to generate the at least one alphabet. The direct waveform synthesis may comprise at least one pseudo-random generator, filter, Analog-to-Digital (A/D) converter, Digital-to-Analog (D/A) converter, Fourier transform, inverse Fourier transform and/or orthogonalizer. The Fourier transform may be a Discrete Fourier Transform (DFT) and/or a Fast Fourier Transform (FFT) and the inverse Fourier transform may be an Inverse Discrete Fourier Transform (IDFT) and/or an Inverse Fast Fourier Transform (IFFT). The orthogonalizer may be a Gram-Schmidt orthogonalizer.
- According to still further embodiments of the present invention, the at least one alphabet may comprise at least two alphabets. The at least one alphabet may be used over a first time interval and not used over a second time interval. The first time interval may be associated with a Time-of-Day (TOD) value, message, symbol and/or bit. According to the method, at least one second alphabet may be used over the second time interval. Further according to the method, the at least one alphabet and the at least one second alphabet may be different therebetween, wherein different may comprise a difference in a time-domain and/or frequency-domain characteristic.
- According to embodiments of the present invention, the method further comprises transmitting at least one second waveform during a time interval that is not associated with communicating information, wherein the at least one second waveform may be devoid of a cyclostationary property and may comprise a frequency content that is substantially the same as a frequency content of the waveform. The frequency content may be a power spectral density.
- According to the method, transmitting may be performed by a transmitter that is fixed, mobile, portable, transportable, installed in a vehicle and/or installed in a satellite. The vehicle may be a land-mobile vehicle, a maritime vehicle, an aeronautical vehicle and/or an unmanned vehicle. Further according to the method, devoid of a cyclostationary property may comprise devoid of a chipping rate. The method may further comprise use of Forward Error Correction (FEC) encoding, bit repetition, bit interleaving, bit-to-symbol conversion, symbol repetition, symbol interleaving, symbol-to-waveform mapping, waveform repetition and/or waveform interleaving and communicating information according to the method may comprise communicating information wirelessly. In some embodiments, communicating information comprises communicating spread-spectrum information.
- Still further according to the method, the waveform may comprise a first plurality of frequencies over a first time interval and a second plurality of frequencies over a second time interval, wherein the first plurality of frequencies differ from the second plurality of frequencies in at least one frequency. At least some frequencies of the first and/or second plurality of frequencies may also used by a second transmitter. The second transmitter may be a transmitter of a commercial communications system.
- According to embodiments of the present invention, the at least one alphabet may be used deterministically and/or pseudo-randomly, wherein used deterministically and/or pseudo-randomly may comprise usage of the at least one alphabet responsive to a Time-of-Day (TOD) value, a pseudo-random selection and/or a usage of one or more alphabets other than the at least one alphabet. According to some embodiments of the present invention, usage comprises usage of at least one element of the plurality of elements of the at least one alphabet. According to other embodiments of the present invention, a synthesis associated with the waveform is substantially devoid of a frequency translation.
- In some embodiments, the synthesis includes a plurality of operations that are used to form the waveform, the plurality of operations not including a frequency translation and wherein the transmitter transmits the waveform without subjecting the waveform to a frequency translation. In some embodiments, the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving. Generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input.
- In further embodiments according to the method, generating at least one value pseudo-randomly comprises generating at least one value based upon at least one statistical distribution. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. The at least one statistical distribution may be truncated. The at least one value may be a time-domain and/or frequency-domain value. The at least one value may be real, imaginary and/or complex and, according to some embodiments of the invention, the at least one value is based upon at least one statistical distribution.
- According to the method, the at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. The at least one statistical distribution may be truncated.
- According to embodiments of the invention, a method of communicating information may comprise transmitting and/or receiving a spread-spectrum waveform that is substantially devoid of a chipping rate.
- According to some other embodiments of the invention, a method of receiving information may comprise receiving a measure of a spread-spectrum waveform that is substantially devoid of a chipping rate.
- According to some more embodiments of the invention, a method of communicating information is provided, the method comprising transmitting and/or receiving a waveform that is substantially Gaussian distributed.
- According to some additional embodiments of the present invention, a method of receiving information is provided, the method comprising receiving a measure of a waveform that is substantially Gaussian distributed.
- According to still more embodiments of the present invention, a method of communicating information is provided, the method comprising transmitting a waveform that does not include a cyclostationary signature.
- According to yet more embodiments of the present invention, a method of receiving information from a transmitter is provided, the method comprising receiving a measure of a waveform that does not include a cyclostationary signature, wherein the waveform that does not include a cyclostationary signature has been transmitted by the transmitter.
- According to further embodiments of the present invention, a method of transmitting information is provided, the method comprising mapping an information sequence onto a waveform sequence, wherein the waveform sequence is substantially devoid of a cyclostationary signature.
- According to still further embodiments, a method of receiving information is provided, the method comprising mapping a waveform sequence that is substantially devoid of a cyclostationary signature onto an information sequence.
- According to some embodiments of the present invention, a method of providing information is provided, the method comprising processing a waveform that is substantially devoid of a cyclostationary property.
- According to some more embodiments of the present invention, a method of receiving information from a transmitter is provided, the method comprising receiving a measure of a signal that is based upon at least one statistical distribution, wherein the transmitter synthesizes at least one alphabet based upon the at least one statistical distribution and transmits the signal based upon the at least one alphabet.
- According to some other embodiments of the present invention, a method of transmitting a signal is provided, the method comprising wirelessly transmitting a signal that is based upon at least one alphabet, wherein the at least one alphabet is based upon at least one statistical distribution. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. The at least one statistical distribution may be truncated. The at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal.
- According to embodiments of the invention, a method of processing a waveform may comprise transmitting and/or receiving the waveform, wherein the waveform is based upon at least one alphabet, the at least one alphabet is based upon at least one statistical distribution and the waveform and/or the at least one alphabet is/are substantially devoid of a cyclostationary signature and/or chipping rate. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. In some embodiments, the at least one statistical distribution may be truncated.
- According to some other embodiments of the present invention, the at least one alphabet may comprise a plurality of elements and at least a first and second element of the plurality of elements may be substantially orthogonal therebetween, wherein substantially orthogonal may comprise substantially orthonormal. The processing may include a plurality of operations and may be substantially devoid of a frequency translation. According to still more embodiments of the present invention, the plurality of operations may include generating values pseudo-randomly, a Fourier transform, a Discrete Fourier Transform (DFT), a Fast Fourier Transform (FFT), an inverse Fourier transform, an Inverse Discrete Fourier Transform (IDFT), an Inverse Fast Fourier Transform (IFFT), Forward Error Correction (FEC) encoding, bit interleaving, bit-to-symbol conversion, symbol interleaving, symbol-to-waveform mapping, waveform repetition, filtering, amplification and/or waveform interleaving.
- According to yet more embodiments of the present invention, generating values pseudo-randomly may comprise generating at least one value responsive to a Time-of-Day (TOD) value and/or a key input, wherein generating at least one value may comprise generating at least one value based upon at least one statistical distribution. In some embodiments, the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. According to further embodiments of the present invention, the at least one statistical distribution may be truncated.
- According to still further embodiments of the present invention, the at least one value may be a time-domain and/or frequency-domain value, wherein the at least one value may be real, imaginary and/or complex. The at least one value may be based upon at least one statistical distribution.
- Transmitting and/or receiving may comprise wirelessly transmitting and/or receiving. According to some embodiments of the present invention, transmitting and/or receiving may comprise transmitting and/or receiving at a space-based component, at a land-mobile vehicle, at a maritime vehicle, at an aeronautical vehicle, at an un-manned vehicle and/or at a user device, wherein the user device may be fixed, mobile, portable, transportable and/or installed in a vehicle.
- Wirelessly transmitting and/or receiving may be based upon frequencies that are used by a plurality of transmitters, wherein first and second transmitters of the plurality of transmitters may respectively be associated with first and second systems. In some embodiments, at least one system of the first and second systems is a commercial system using frequencies that are authorized for use by one or more commercial systems and/or a military system using frequencies that are reserved for use by one or more military systems.
- Embodiments according to the invention can provide methods and/or transmitters for communicating information based upon a waveform that is substantially devoid of a cyclostationary property. Pursuant to these embodiments, a method/transmitter can be provided comprising at least one waveform alphabet including a plurality of elements, wherein the waveform that is substantially devoid of a cyclostationary property includes at least one element of the plurality of elements of the at least one waveform alphabet.
- In some embodiments according to the invention, the at least one waveform alphabet is generated based upon at least one statistical distribution responsive to a key and/or Time-of-Day (TOD) value.
- In some embodiments according to the invention, communicating information comprises associating a measure of information with at least one element of the at least one waveform alphabet. In some embodiments according to the invention, the measure of information is a message and/or symbol comprising at least one bit.
- In some embodiments according to the invention, at least first and second elements of the plurality of elements are substantially orthogonal therebetween, wherein substantially orthogonal may, in some embodiments, comprise substantially orthonormal.
- In some embodiments according to the invention, the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. In further embodiments, the at least one statistical distribution is truncated.
- In some embodiments according to the invention, a method and/or transmitter can be provided comprising a synthesis component and a transmission component, wherein the synthesis component synthesizes at least one alphabet based upon at least one statistical distribution and the transmission component transmits a waveform based upon the at least one alphabet. In some embodiments, the waveform is devoid of a cyclostationary property. In other embodiments, the at least one alphabet comprises a plurality of elements, with each element of the plurality of elements being devoid of a cyclostationary property. In still other embodiments, the synthesis component is a direct synthesis component that does not include a frequency translation function and/or the transmission component does not include a frequency translation function.
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communications devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, if LPI/LPD/LPE and/or minimum interference communications are desired, then non-cyclostationary waveforms may be transmitted. However, when LPI/LPD/LPE and/or minimum interference communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver/transmitter to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted or may be transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE and/or minimum interference communications are desired, and/or based on other parameters and/or properties of the communications environment.
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FIG. 1 is a schematic illustration of functions of a transmitter according to embodiments of the present invention. -
FIG. 2 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention. -
FIG. 3 is a schematic illustration of waveform generation according to additional embodiments of the present invention. -
FIG. 4 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention. -
FIG. 5 is a schematic illustration of additional functions of a transmitter according to additional embodiments of the present invention. -
FIG. 6 is a schematic illustration of functions of a receiver according to embodiments of the present invention. -
FIG. 7 is a schematic illustration of further functions of a transmitter according to further embodiments of the present invention. -
FIG. 8 is a schematic illustration of spectrum used by a transmitter according to embodiments of the present invention. -
FIG. 9 is a schematic illustration of further functions of a receiver according to further embodiments of the present invention. -
FIG. 10 is a schematic illustration of a communications system based upon one or more transmitters and one or more receivers according to further embodiments of the present invention. -
FIGS. 11 through 14 illustrate functions of a receiver according to further embodiments of the present invention. -
FIG. 15 is a schematic illustration of further functions of a transmitter and receiver according to further embodiments of the present invention. -
FIG. 16 is a flowchart of operations that may be performed according to some embodiments of the present invention. -
FIG. 17 is a block diagram of a XG-CSSC system transmitter architecture according to various embodiments of the present invention. -
FIG. 18 is a block diagram of a XG-CS SC system receiver architecture according to various embodiments of the present invention. -
FIGS. 19( a)-19(c) illustrate a power spectral density of a XG-CSSC waveform (a) in an interference-free environment, (b) in interference avoidance mode illustrating a cognitive property, and (c) following a square-law detector illustrating featureless (cyclostationary-free) nature, according to various embodiments. -
FIG. 20 illustrates a power spectral density of a conventional QPSK waveform and a cyclostationary feature thereof. -
FIG. 21 illustrates a constellation of a XG-CS SC waveform according to various embodiments. -
FIG. 22 illustrates a histogram of transmitted symbols of a XG-CSSC waveform corresponding to the constellation ofFIG. 21 according to various embodiments of the invention. -
FIG. 23 graphically illustrates BER vs. ES/N0 for 16-ary XG-CSSC and 16-QAM spread spectrum according to various embodiments of the invention. -
FIG. 24 graphically illustrates BER vs. ES/N0 for 16-ary XG-CSSC and 16-QAM Spread Spectrum subject to Co-Channel (“CC”) interference according to various embodiments of the invention. The CC interference considered is of two types: Wide-Band (“WB”) spanning the entire desired signal spectrum, and Band-Pass (“BP”) spanning only 20% of the desired signal spectrum. Interference and desired signal are assumed to have identical power. -
FIG. 25 graphically illustrates BER vs. ES/N0 for 16-ary XG-CSSC and 16-QAM Spread Spectrum subject to Band-Pass (“BP”) Co-Channel interference according to various embodiments of the invention. The BP interference spans 20% of the desired signal spectrum. The term “Adaptive XG-CSSC” in the legend refers to the cognitive feature of XG-CSSC in sensing and avoiding the interference. Interference and desired signal are assumed to have identical power - Specific exemplary embodiments of the invention now will be described with reference to the accompanying drawings. This invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. It will be understood that two or more embodiments of the present invention as presented herein may be combined in whole or in part to form one or more additional embodiments.
- It will be understood that when an element is referred to as being “connected” or “coupled” to another element, it can be directly connected or coupled to the other element or intervening elements may be present. Furthermore, “connected” or “coupled” as used herein may include wirelessly connected or coupled.
- The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the singular forms “a”, “an” and “the” are intended to include the plural forms as well, unless expressly stated otherwise. It will be further understood that the terms “includes,” “comprises,” “including” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
- Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the relevant art and the present disclosure, and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
- It will be understood that although terms such as first and second are used herein to describe various elements, these elements should not be limited by these terms. These terms are only used to distinguish one element from another element. Thus, a first element below could be termed a second element, and similarly, a second element may be termed a first element without departing from the teachings of the present invention. As used herein, the term “and/or” includes any and all combinations of one or more of the associated listed items. The symbol “/” is also used as a shorthand notation for “and/or”.
- Moreover, as used herein the term “substantially the same” means that two or more entities that are being compared have common features/characteristics (e.g., are based upon a common kernel) but may not be identical. For example, substantially the same bands of frequencies, means that two or more bands of frequencies being compared substantially overlap, but that there may be some areas of non-overlap, for example at a band end. As another example, substantially the same air interfaces means that two or more air interfaces being compared are similar but need not be identical. Some differences may exist in one air interface (e.g., a satellite air interface) relative to another (e.g., a terrestrial air interface) to account for one or more different characteristics that may exist between the terrestrial and satellite communications environments. For example, a different vocoder rate may be used for satellite communications compared to the vocoder rate that may be used for terrestrial communications (i.e., for terrestrial communications, voice may be compressed (“vocoded”) to approximately 9 to 13 kbps, whereas for satellite communications a vocoder rate of approximately 2 to 4 kbps, for example, may be used); a different forward error correction coding, different interleaving depth, and/or different spread-spectrum codes may also be used, for example, for satellite communications compared to the coding, interleaving depth, and/or spread spectrum codes (i.e., Walsh codes, long codes, and/or frequency hopping codes) that may be used for terrestrial communications.
- The term “truncated” as used herein to describe a statistical distribution means that a random variable associated with the statistical distribution is precluded from taking-on values over one or more ranges. For example, a Normal/Gaussian distribution that is not truncated, allows an associated random variable to take-on values ranging from negative infinity to positive infinity with a frequency (i.e., a probability) as determined by the Normal/Gaussian probability density function. In contrast, a truncated Normal/Gaussian distribution may allow an associated random variable to take-on values ranging from, for example, V1 to V2 (−∞<V1, V2<∞) in accordance with a Normal/Gaussian distribution, and preclude the random variable from taking-on values outside the range from V1 to V2. Furthermore, a truncated distribution may allow an associated random variable to take-on values over a plurality of ranges (that may be a plurality of non-contiguous ranges) and preclude the random variable from taking-on values outside of the plurality of ranges.
- As used herein, the term “transmitter” and/or “receiver” include(s) transmitters/receivers of cellular and/or satellite terminals with or without a multi-line display; Personal Communications System (PCS) terminals that may include data processing, facsimile and/or data communications capabilities; Personal Digital Assistants (PDA) that can include a radio frequency transceiver and/or a pager, Internet/Intranet access, Web browser, organizer, calendar and/or a Global Positioning System (GPS) receiver; and/or conventional laptop and/or palmtop computers or other appliances, which include a radio frequency transceiver. As used herein, the term “transmitter” and/or “receiver” also include(s) any other radiating device, equipment and/or source that may have time-varying and/or fixed geographic coordinates and/or may be portable, transportable, installed in a vehicle (aeronautical, maritime, or land-based) and/or situated/configured to operate locally and/or in a distributed fashion at any location(s) on earth, vehicles (land-mobile, maritime and/or aeronautical) and/or in space. A transmitter and/or receiver also may be referred to herein as a “terminal”. As used herein, the term “space-based” component and/or “space-based” system include(s) one or more satellites and/or one or more other objects and/or platforms (such as airplanes, balloons, unmanned vehicles, space crafts, missiles, etc.) that have a trajectory above the earth at any altitude.
- Some embodiments of the present invention may arise from recognition that it may be desirable to communicate information based upon a waveform that is substantially devoid of a cyclostationary property. As used herein to describe a waveform, the term “cyclostationary” means that the waveform comprises at least one signature/pattern that may be a repeating signature/pattern. Examples of a repeating signature/pattern are a bit rate, a symbol rate, a chipping rate and/or a pulse shape (e.g., a Nyquist pulse shape) that may be associated with a bit/symbol/chip. For example, each of the well known terrestrial cellular air interfaces of GSM and CDMA (cdma2000 or W-CDMA) comprises a bit rate, a symbol rate, a chipping rate and/or a predetermined and invariant pulse shape that is associated with the bit/symbol/chip and, therefore, comprise a cyclostationary property/signature. In contrast, a waveform that represents a random (or pseudo-random) noise process does not comprise a bit rate, a symbol rate, a chipping rate and/or a predetermined and invariant pulse shape and is, therefore, substantially devoid of a cyclostationary property/signature. According to some embodiments of the present invention, non-cyclostationary waveforms may be used, particularly in those situations where LPI, LPD, LPE, private, secure and/or minimum interference communications are desirable.
- Conventional communications systems use waveforms that are substantially cyclostationary. This is primarily due to a methodology of transmitting information wherein a unit of information (i.e., a specific bit sequence comprising one or more bits) is mapped into (i.e., is associated with) a specific waveform shape (i.e., a pulse) and the pulse is transmitted by a transmitter in order to convey to a receiver the unit of information. Since there is typically a need to transmit a plurality of units of information in succession, a corresponding plurality of pulses are transmitted in succession. Any two pulses of the plurality of pulses may differ therebetween in sign, phase and/or magnitude, but a waveform shape that is associated with any one pulse of the plurality of pulses remains substantially invariant from pulse to pulse and a rate of pulse transmission also remains substantially invariant (at least over a time interval). The methodology of transmitting (digital) information as described above has its origins in, and is motivated by, the way Morse code evolved and was used to transmit information. Furthermore, the methodology yields relatively simple transmitter/receiver implementations and has thus been adopted widely by many communications systems. However, the methodology suffers from generating cyclostationary features/signatures that are undesirable if LPE/LPI/LPD and/or minimum interference communications are desirable. Embodiments of the present invention arise from recognition that communications systems may be based on a different methodology that is substantially devoid of transmitting a modulated carrier, a sequence of substantially invariant pulse shapes and/or a chipping rate and that even spread-spectrum communications systems may be configured to transmit/receive spread-spectrum information using waveforms that are devoid of a chipping rate.
- A publication by W. A. Gardner, entitled “Signal Interception: A Unifying Theoretical Framework for Feature Detection,” IEEE Transactions on Communications, Vol. 36, No. 8, August 1988, notes in the Abstract thereof that the unifying framework of the spectral correlation theory of cyclostationary signals is used to present a broad treatment of weak random signal detection for interception purposes. The relationships among a variety of previously proposed ad hoc detectors, optimum detectors, and newly proposed detectors are established. The spectral-correlation-plane approach to the interception problem is put forth as especially promising for detection, classification, and estimation in particularly difficult environments involving unknown and changing noise levels and interference activity. A fundamental drawback of the popular radiometric methods in such environments is explained. According to some embodiments of the invention, it may be desirable to be able to communicate information using waveforms that do not substantially include a cyclostationary feature/signature in order to further reduce the probability of intercept/detection/exploitation of a communications system/waveform that is intended for LPI/LPD/LPE communications.
- There are at least two potential advantages associated with signal detection, identification, interception and/or exploitation based on cyclic spectral analysis compared with the energy detection (radiometric) method: (1) A cyclic signal feature (i.e., chip rate and/or symbol rate) may be discretely distributed even if a signal has continuous distribution in a power spectrum. This implies that signals that may have overlapping and/or interfering features in a power spectrum may have a non-overlapping and distinguishable feature in terms of a cyclic characteristic. (2) A cyclic signal feature associated with a signal's cyclostationary property, may be identified via a “cyclic periodogram.” The cyclic periodogram of a signal is a quantity that may be evaluated from time-domain samples of the signal, a frequency-domain mapping such as, for example, a Fast Fourier Transform (FFT), and/or discrete autocorrelation operations. Since very large point FFTs and/or autocorrelation operations may be implemented using Very Large Scale Integration (VLSI) technologies, Digital Signal Processors (DSPs) and/or other modern technologies, a receiver of an interceptor may be configured to perform signal Detection, Identification, Interception and/or Exploitation (D/I/I/E) based on cyclic feature detection processing.
- Given the potential limitation(s) of the radiometric approach and the potential advantage(s) of cyclic feature detection technique(s) it is reasonable to expect that a sophisticated interceptor may be equipped with a receiver based on cyclic feature detection processing. It is, therefore, of potential interest and potential importance to develop communications systems capable of communicating information devoid of cyclostationary properties/signatures to thereby render cyclic feature detection processing by an interceptor substantially ineffective.
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FIG. 1 illustrates embodiments of generating a communications alphabet comprising M distinct pseudo-random, non-cyclostationary, orthogonal and/or orthonormal waveforms. As illustrated inFIG. 1 , responsive to a “key” input (such as, for example, a TRANsmissions SECurity (TRANSEC) key input, a COMMunications SECurity (COMMSEC) key input and/or any other key input), a Pseudo-Random Waveform Generator (PRWG) may be used to generate a set of M distinct pseudo-random waveforms, which may, according to some embodiments of the invention, represent M ensemble elements of a Gaussian-distributed random (or pseudo-random) process. The M distinct pseudo-random waveforms (i.e., the M ensemble elements) may be denoted as {S(t)}={S1(t), S2(t), . . . , SM(t)}; 0≦t≦τ. The set of waveforms {S(t)} may be a band-limited set of waveforms having a one-sided bandwidth less than or equal to B Hz. As such, a number of distinct orthogonal and/or orthonormal waveforms that may be generated from the set {S(t)} may, in accordance with established Theorems, be upper-bounded by CτB, where C≧2 (see, for example, P. M. Dollard, “On the time-bandwidth concentration of signal functions forming given geometric vector configurations,” IEEE Transactions on Information Theory, IT-10, pp. 328-338, October 1964; also see H. J. Landau and H. O. Pollak, “Prolate spheroidal wave functions, Fourier analysis and uncertainty-III: The dimension of the space of essentially time-and band-limited signals,” Bell System Technical Journal, 41, pp. 1295-1336, July 1962). It will be understood that in some embodiments of the present invention, the key input may not be used and/or may not exist. In such embodiments, one or more Time-of-Day (TOD) values may be used instead of the key input. In other embodiments, a key input and one or more TOD values may be used. In still other embodiments, yet other values may be used. - In accordance with some embodiments of the present invention, the jth element of the set of waveforms {S(t)}, Sj(t); j=1, 2, . . . , M; may be generated by a respective jth PRWG in response to a respective jth key input and/or TOD value, as illustrated in
FIG. 2 . In some embodiments according toFIG. 2 , each of the PRWG is the same PRWG and each key differs relative to each other key. In other embodiments, each key is the same key and each PRWG differs relative to each other PRWG. In further embodiments ofFIG. 2 , each key differs relative to each other key and each PRWG also differs relative to each other PRWG. Other combinations and sub-combinations of these embodiments may be provided. In still other embodiments, a single PRWG and a single key may be used to generate a “long” waveform SL(t) which may be segmented into M overlapping and/or non-overlapping components to form a set of waveforms {S(t)}, as illustrated inFIG. 3 . Note that any τ-sec. segment of SL(t) may be used to define S1(t). Similarly, any τ-sec. segment of SL(t) may be used to define S2(t), with possibly the exception of the segment used-to define S1(t), etc. The choices may be predetermined and/or based on a key input. - In some embodiments of the invention, a new set of waveforms {S(t)} may be formed periodically, non-periodically, periodically over a first time interval and non-periodically over a second time interval and/or periodically but with a jitter imposed on a periodicity interval, responsive one or more TOD values that may, for example, be derived from processing of Global Positioning System (GPS) signals, and/or responsive to a transmission of a measure of at least one of the elements of {S(t)}. In some embodiments, a processor may be operatively configured as a background operation, generating new sets of waveforms {S(t)}, and storing the new sets of waveforms {S(t)} in memory to be accessed and used as needed. In further embodiments, a used set of waveforms {S(t)} may be discarded and not used again, whereas in other embodiments, a used set of waveforms {S(t)} may be placed in memory to be used again at a later time. In some embodiments, some sets of waveforms {S(t)} are used once and then discarded, other sets of waveforms {S(t)} are not used at all, and still other sets of waveforms {S(t)} are used more than once. Finally, in some embodiments, the waveform duration τ and/or the waveform bandwidth B may vary between different sets of waveforms, transmission intervals and/or elements of a given set of waveforms.
- Still referring to
FIG. 1 , the set of substantially continuous-time waveforms {S(t)}={S1(t), S2(t), . . . , SM(t)}; 0≦t≦τ; may, according to some embodiments of the present invention, be transformed from a substantially continuous-time representation to a substantially discrete-time representation using, for example, one or more Analog-to-Digital (A/D) converters and/or one or more Sample-and-Hold (S/H) circuits, to generate a corresponding substantially discrete-time set of waveforms {S(nT)}={S1(nT), S2(nT), . . . , SM(nT)}; n=1, 2, . . . , N; nT≦τ. A Gram-Schmidt orthogonalizer and/or orthonormalizer and/or any other orthogonalizer and/or orthonormalizer, may then be used, as illustrated inFIG. 1 , to generate a set of waveforms {U(nT)}={U1(nT), U2(nT), . . . , UM(nT)}; n=1, 2, . . . , N; nT≦τ that are orthogonal and/or orthonormal therebetween. The GSO and/or other orthogonalization and/or orthonormalization procedure(s) are known to those skilled in the art and need not be described further herein (see, for example, Simon Haykin, “Adaptive Filter Theory,” at 173, 301, 497; 1986 by Prentice-Hall; and Bernard Widrow and Samuel D. Stearns “Adaptive Signal Processing,” at 183; 1985 by Prentice-Hall, Inc.). - It will be understood that the sampling interval T may be chosen in accordance with Nyquist sampling theory to thereby preserve by the discrete-time waveforms {S(nT)} all, or substantially all, of the information contained in the continuous-time waveforms {S(t)}. It will also be understood that, in some embodiments of the invention, the sampling interval T may be allowed to vary over the waveform duration τ, between different waveforms of a given set of waveforms and/or between different sets of waveforms. Furthermore, the waveform duration τ may be allowed to vary, in some embodiments, between different waveforms of a given set of waveforms and/or between different sets of waveforms. In some embodiments of the present invention, {S(nT)}={S1(nT), S2(nT), SM(nT)}; n=1, 2, . . . , N; nT≦τ may be generated directly in a discrete-time domain by configuring one or more Pseudo-Random Number Generators (PRNG) to generate Sj(nT); n=1, 2, . . . , N; nT≦τ for each value of j (j=1, 2, . . . , M). The one or more PRNG may be configured to generate Sj(nT); n=1, 2, . . . , N; j=1, 2, . . . , M, based upon at least one statistical distribution. In some embodiments according to the present invention, the at least one statistical distribution comprises a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. In further embodiments, the at least one statistical distribution is truncated. In still further embodiments, the at least one statistical distribution depends upon a value of the index j and/or n (i.e., the at least one statistical distribution is a function of (j, n)).
- In still further embodiments of the present invention, {S(nT)} may be generated by configuring one or more PRNG to generate real, imaginary and/or complex values that are then subjected to a linear and/or non-linear transformation to generate Sj(nT); n=1, 2, . . . , N; j=1, 2, . . . , M. In some embodiments of the present invention, the transformation comprises a Fourier transformation. In further embodiments, the transformation comprises an inverse Fourier transformation. In still further embodiments, the transformation comprises an Inverse Fast Fourier Transformation (IFFT). The real, imaginary and/or complex values may be based upon at least one statistical distribution. The at least one statistical distribution may comprise a Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution and the at least one statistical distribution may be truncated. In still further embodiments, the at least one statistical distribution depends upon a value of the index j and/or n (i.e., the at least one statistical distribution is a function of (j, n)).
- The set {U(nT)}={U1(nT), U2(nT), . . . , UM(nT)}; n=1, 2, . . . , N; NT≦τ, may be used, in some embodiments of the present invention, to define an M-ary pseudo-random and non-cyclostationary alphabet. As illustrated in
FIG. 4 , an information symbol Ik, occurring at a discrete time k (for example, at t=kτ or, more generally, if the discrete time epochs/intervals are variable, at t=τk), and having one of M possible information values, {I1, I2, . . . , IM}, may be mapped onto one of the M waveforms of the alphabet {U1(nT), U2(nT), . . . , UM(nT)}; n=1, 2, N; NT≦τ. For example, in some embodiments, if Ik=I2, then during the kth signaling interval the waveform U2(nT) may be transmitted; n=1, 2, . . . , N; NT≦τ. It will be understood that transmitting the waveform U2(nT) comprises transmitting substantially all of the elements (samples) of the waveform U2(nT) wherein substantially all of the elements (samples) of the waveform U2(nT) means transmitting U2(T), U2(2T), . . . , and U2(NT). Furthermore, it will be understood that any unambiguous mapping between the M possible information values of Ik and the M distinct waveforms of the M-ary alphabet, {U1(nT), U2(nT), . . . , UM(nT)}, may be used to communicate information to a receiver (destination) provided that the receiver also has knowledge of the mapping. It will also be appreciated that the ordering or indexing of the alphabet elements and the unambiguous mapping between the M possible information values of Ik and the M distinct waveforms of the M-ary alphabet may be arbitrary, as long as both transmitter (source) and receiver (destination) have knowledge of the ordering and mapping. - In some embodiments of the invention, the information symbol Ik, may be constrained to only two possible values (binary system). In such embodiments of the invention, the M-ary alphabet may be a binary (M=2) alphabet comprising only two elements, such as, for example, {U1(nT), U2(nT)}. In other embodiments of the invention, while an information symbol, Ik, is allowed to take on one of M distinct values (M≧2) the alphabet comprises more than M distinct waveforms, that may, according to embodiments of the invention be orthogonal/orthonormal waveforms, {U1(nT), U2(nT), . . . , UL(nT)}; L>M, to thereby increase a distance between a set of M alphabet elements that are chosen and used to communicate information and thus allow an improvement of a communications performance measure such as, for example, an error rate, a propagations distance and/or a transmitted power level. It will be understood that in some embodiments, the number of distinct values that may be made available to an information symbol to thereby allow the information symbol to communicate one or more bits of information, may be reduced or increased responsive to a channel state such as, for example an attenuation, a propagation distance and/or an interference level. In further embodiments, a number of distinct elements comprising an alphabet may also change responsive to a channel state. In some embodiments, as a number of information symbol states (values) decreases a number of distinct elements comprising an alphabet increases, to thereby provide further communications benefit(s) such as, for example, a lower bit error rate, a longer propagation distance, reduced transmitted power, etc.
- It will be understood that at least some conventional transmitter functions comprising, for example, Forward Error Correction (FEC) encoding, interleaving, data repetition, filtering, amplification, modulation, frequency translation, scrambling, frequency hopping, etc., although not shown in
FIGS. 1 through 4 , may also be used in some embodiments of the present invention to configure an overall transmitter chain. At least some of these conventional transmitter functions may be used, in some embodiments, in combination with at least some of the signal processing functions ofFIG. 1 throughFIG. 4 , to specify an overall transmitter signal processing chain. For example, an information bit sequence may be FEC encoded using, for example, a convolutional encoder, interleaved and/or bit-to-symbol converted to define a sequence of information symbols, {Ik}. The sequence of information symbols, {Ik}, may then be mapped onto a waveform sequence {Uk}, as illustrated inFIG. 4 . At least some, and in some embodiments all, of the elements of the waveform sequence {Uk} may then be repeated, at least once, to increase a redundancy measure, interleaved, filtered, frequency translated, amplified and/or frequency-hopped, for example, (not necessarily in that order) prior to being radiated by an antenna of the transmitter. An exemplary embodiment of a transmitter comprising conventional signal functions in combination with at least some of the signal processing functions ofFIG. 1 throughFIG. 4 is illustrated inFIG. 5 . - A receiver (destination) that is configured to receive communications information from a transmitter (source) comprising functions of
FIG. 1 throughFIG. 4 , may be equipped with sufficient information to generate a matched filter bank responsive to the M-ary alphabet {U1(nT), U2(nT), . . . , UM(nT)} ofFIG. 4 . Such a receiver may be substantially synchronized with one or more transmitters using, for example, GPS-derived timing information. Substantial relative synchronism between a receiver and at least one transmitter may be necessary to reliably generate/update at the receiver the M-ary alphabet functions {U1(nT), U2(nT), . . . , UM(nT)} and/or the matched filter bank to thereby provide the receiver with substantial optimum reception capability. - In some embodiments of the invention, all transmitters and receivers are substantially synchronized using GPS-derived timing information. It will be understood that a receiver may be provided with the appropriate key sequence(s) and the appropriate signal processing algorithms to thereby responsively form and/or update the M-ary alphabet functions and/or the matched filter bank. It will also be understood that a receiver may also be configured with an inverse of conventional transmitter functions that may be used by a transmitter. For example, if, in some embodiments, a transmitter is configured with scrambling, interleaving of data and frequency hopping, then a receiver may be configured with the inverse operations of de-scrambling, de-interleaving of data and frequency de-hopping. An exemplary embodiment of a receiver, which may correspond to the exemplary transmitter embodiment of
FIG. 5 , is illustrated inFIG. 6 . -
FIG. 7 illustrates elements of a communications transmitter according to further embodiments of the invention. As shown inFIG. 7 , following conventional operations of Forward Error Correction (FEC) encoding, bit interleaving and bit-to-symbol conversion (performed on an input bit sequence {b} to thereby form an information symbol sequence {Ik}), the information symbol sequence {Ik} is mapped onto a non-cyclostationary waveform sequence {Uk(nT)} using a first M-ary non-cyclostationary orthonormal alphabet (Alphabet 1). An element of {Uk(nT)} may then be repeated (at least once), as illustrated inFIG. 7 , using a second M-ary non-cyclostationary orthonormal alphabet (Alphabet 2), interleaved, transformed to a continuous-time domain representation, filtered, amplified (not necessarily in that order) and transmitted. The repeat of an element of {Uk(nT)} may be performed using a different alphabet (Alphabet 2) in order to reduce or eliminate a cyclostationary feature/signature in the transmitted waveform. For at least the same reason, the at least two alphabets ofFIG. 7 may be replaced by new alphabets following the transmission of a predetermined number of waveform symbols. In some embodiments, the predetermined number of waveform symbols is one. As stated earlier, a large reservoir of alphabets may be available and new alphabet choices may be made following the transmission of the predetermined number of waveform symbols and/or at predetermined TOD values. - According to some embodiments of the invention, the M-ary non-cyclostationary orthonormal alphabet waveforms may be broadband waveforms as illustrated in
FIG. 8 .FIG. 8 illustrates a power spectral density of a broadband waveform defining the M-ary non-cyclostationary orthonormal alphabet (such as, for example, waveform SL(t) ofFIG. 3 ), over frequencies of, for example, an L-band (e.g., from about 1525 MHz to about 1660.5 MHz). However,FIG. 8 is for illustrative purposes only and the power spectral density of SL(t) and/or any other set of waveforms used to define the M-ary non-cyclostationary orthonormal alphabet may be chosen to exist over any other frequency range and/or interval(s). In some embodiments, different alphabets may be defined over different frequency ranges/intervals (this feature may provide intrinsic frequency hopping capability). As is further illustrated inFIG. 8 (second trace), certain frequency intervals that warrant protection (or additional protection) from interference, such as, for example, a GPS frequency interval, may be substantially excluded from providing frequency content for the generation of the M-ary non-cyclostationary orthonormal alphabets. It will be appreciated that the transmitter embodiment ofFIG. 7 illustrates a “direct synthesis” transmitter in that the transmitter directly synthesizes a waveform that is to be transmitted, without resorting to up-conversion, frequency translation and/or carrier modulation functions. This aspect may further enhance the LPI/LPD/LPE feature(s) of a communications system. - In embodiments of the invention where a bandwidth of a signal to be transmitted by a transmitter (such as the transmitter illustrated in
FIG. 7 ) exceeds a bandwidth limit associated with an antenna and/or other element of the transmitter, the signal may be decomposed/segmented/divided into a plurality of components, each component of the plurality of components having a bandwidth that is smaller than the bandwidth of the signal. Accordingly, a transmitter may be configured with a corresponding plurality of antennas and/or a corresponding plurality of other elements to transmit the plurality of components. Analogous operations for reception may be included in a receiver. - In some embodiments of the invention, a receiver (destination) that is configured to receive communications information from a transmitter (source) comprising the functionality of
FIG. 7 , may be provided with sufficient information to generate a matched filter bank corresponding to the transmitter waveform set of the M-ary alphabet {U1(nT), U2(nT), . . . , UM(nT)}. Such a receiver may be substantially synchronized with the transmitter using GPS-derived timing information (i.e., TOD).FIG. 9 illustrates elements of such a receiver, according to exemplary embodiments of the present invention. As illustrated inFIG. 9 , following front-end filtering, amplification and Analog-to-Digital (A/D) and/or discrete-time conversion of a received waveform, a matched-filter bank, comprising matched filters reflecting the TOD-dependent waveform alphabets used by the transmitter, is used for detection of information. The receiver may have information regarding what waveform alphabet the transmitter may have used as a function of TOD. As such, the receiver, operating in substantial TOD synchronism with the transmitter, may know to configure the matched-filter bank with the appropriate (TOD-dependent) matched filter components to thereby achieve optimum or near optimum signal detection. Following matched-filter detection, symbol de-interleaving and symbol repeat combination, soft decisions of a received symbol sequence may be made, followed by bit de-interleaving and bit decoding, to thereby generate an estimate of a transmitted information bit sequence. - In accordance with some embodiments of the invention, a receiver architecture, such as, for example, the receiver architecture illustrated in
FIG. 9 , may further configure a matched filter bank to include a “rake” matched filter architecture, to thereby resolve multipath components and increase or maximize a desired received signal energy subject to multipath fading channels. Owing to the broadband nature of the communications alphabets, in accordance with some embodiments of the invention, a significant number of multipath components may be resolvable. Rake matched filter architectures are known to those skilled in the art and need not be described further herein (see, for example, John G. Proakis, “Digital Communications,” McGraw-Hill, 1983, section 7.5 starting at 479; also see R. Price and P. E. Green Jr. “A Communication Technique for Multipath Channels,” Proc. IRE, Vol. 46, pp. 555-570, March 1958). -
FIG. 10 illustrates an operational scenario relating to a communications system that may be a covert communications system, in accordance with some embodiments of the present invention, wherein air-to-ground, air-to-air, air-to-satellite and/or satellite-to-ground communications may be conducted. Ground-to-ground communications (not illustrated inFIG. 10 ) may also be conducted. Modes of communications may be, for example, point-to-point and/or point-to-multipoint. A network topology that is predetermined and/or configured in an ad hoc fashion, in accordance with principles known to those skilled in the art, may be used to establish communications in accordance with any of the embodiments of the invention and/or combinations (or sub-combinations) thereof. -
FIGS. 11 through 14 illustrate elements relating to a matched filter and/or a matched filter bank in accordance with exemplary embodiments of the invention, as will be appreciated by those skilled in the art.FIG. 15 further illustrates elements of a transmitter/receiver combination in accordance with further embodiments of the invention. The design and operation of blocks that are illustrated in the block diagrams herein and not described in detail are well known to those having skill in the art. - Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communications devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide these communications devoid of cyclostationary features. For example, as shown in
FIG. 15 , if LPI/LPD/LPE and/or minimum interference communications are desired, then non-cyclostationary waveforms may be transmitted. However, when LPI/LPD/LPE and/or minimum interference communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver/transmitter to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted or need to be transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE and/or minimum interference communications are desired, and/or based on other parameters and/or properties of the communications environment. - In still further embodiments of the present invention, a transmitter may be configured to selectively radiate a pseudo-random noise waveform that may be substantially devoid of information and is distributed in accordance with at least one statistical distribution such as, for example, Normal/Gaussian, Bernoulli, Geometric, Pascal/Negative Binomial, Exponential, Erlang, Weibull, Chi-Squared, F, Student's t, Rise, Pareto, Poisson, Binomial, Uniform, Gamma, Beta, Laplace, Cauchy, Rayleigh, Maxwell and/or any other distribution. The at least one statistical distribution may be truncated and the pseudo-random noise waveform may occupy a bandwidth that is substantially the same as a bandwidth occupied by a communications waveform. The transmitter may be configured to selectively radiate the pseudo-random noise waveform during periods of time during which no communications information is being transmitted. This may be used, in some embodiments, to create a substantially constant/invariant ambient/background noise floor, that is substantially independent of whether or not communications information is being transmitted, to thereby further mask an onset of communications information transmission.
- It will be understood by those skilled in the art that the communications systems, waveforms, methods, computer program products and/or principles described herein may also find applications in environments wherein covertness may not be a primary concern. Communications systems, waveforms, methods, computer program products and/or principles described herein may, for example, be used to provide short-range wireless communications (that may, in accordance with some embodiments, be broadband short-range wireless communications) in, for example, a home, office, conference and/or business environment while reducing and/or minimizing a level of interference to one or more other communications services and/or systems that may be using the same, substantially the same and/or near-by frequencies as the short-range communications system.
- Other applications of the communications systems, waveforms, methods, computer program products and/or principles described herein will also occur to those skilled in the art, including, for example, radar applications and/or cellular telecommunications applications.
- In a cellular telecommunications application, for example, a cellular telecommunications system, in accordance with communications waveform principles described herein, may be configured, for example, as an overlay to one or more conventional cellular/PCS systems and/or one or more other systems, using the frequencies of one or more licensed and/or unlicensed bands (that may also be used by the one or more conventional cellular/PCS systems and/or the one or more other systems) to communicate with user equipment using broadband and/or Ultra Wide-Band (UWB) waveforms. The broadband and/or UWB waveforms may be non-cyclostationary and Gaussian-distributed, for example, in accordance with the teachings of the present invention, to thereby reduce and/or minimize a level of interference to the one or more conventional cellular/PCS systems and/or to the one or more other systems by the overlay cellular telecommunications system and thereby allow the overlay cellular telecommunications system to reuse the available spectrum (which is also used by the one or more conventional cellular/PCS systems and/or the one or more other systems) to provide communications services to users.
- According to some embodiments of the present invention, a cellular telecommunications system that is configured to communicate with user devices using communications waveforms in accordance with the transmitter, receiver and/or waveform principles described herein, is an overlay to one or more conventional cellular/PCS systems and/or to one or more other systems and is using the frequencies of one or more licensed and/or unlicensed bands (also being used by the one or more conventional cellular/PCS systems and/or the one or more other systems). The cellular telecommunications system may be further configured to provide communications preferentially using frequencies of the one or more licensed and/or unlicensed bands that are locally not used substantially and/or are locally used substantially as guardbands and/or transition bands by the one or more conventional cellular/PCS systems and/or the one or more other systems, to thereby further reduce a level of interference between the cellular telecommunications system and the one or more conventional cellular/PCS systems and/or the one or more other systems.
- As used herein, the terms “locally not used substantially” and/or “locally used substantially as guardbands and/or transition bands” refer to a local service area of a base station and/or group of base stations and/or access point(s) of the cellular telecommunications system. In such a service area, the cellular telecommunications system may, for example, be configured to identify frequencies that are “locally not used substantially” and/or frequencies that are “locally used substantially as guardbands and/or transition bands” by the one or more conventional cellular/PCS systems and/or the one or more other systems and preferentially use the identified frequencies to communicate bidirectionally and/or unidirectionally with user equipment thereby further reducing or minimizing a measure of interference. While the present invention has been described in detail by way of illustration and example of preferred embodiments, numerous modifications, substitutions and/or alterations are possible without departing from the scope of the invention as described herein. Numerous combinations, sub-combinations, modifications, alterations and/or substitutions of embodiments described herein will become apparent to those skilled in the art. Such combinations, sub-combinations, modifications, alterations and/or substitutions of the embodiments described herein may be used to form one or more additional embodiments without departing from the scope of the present invention.
- Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communication devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, as shown in
FIG. 16 , if LPI/LPD/LPE communications are desired, then non-cyclostationary waveforms may be transmitted. In contrast, when LPI/LPD/LPE communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE communications are desired. - The present invention has been described with reference to block diagrams and/or flowchart illustrations of methods, apparatus (systems) and/or computer program products according to embodiments of the invention. It is understood that a block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, and/or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer and/or other programmable data processing apparatus, create means (functionality) and/or structure for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instructions which implement the function/act specified in the block diagrams and/or flowchart block or blocks.
- The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- Accordingly, the present invention may be embodied in hardware and/or in software (including firmware, resident software, micro-code, etc.). Furthermore, the present invention may take the form of a computer program product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embodied in the medium for use by or in connection with an instruction execution system. In the context of this document, a computer-usable or computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
- It should also be noted that in some alternate implementations, the functions/acts noted in the blocks of the block diagrams/flowcharts may occur out of the order noted in the block diagram/flowcharts. For example, two blocks shown in succession may in fact be executed substantially concurrently or the blocks may sometimes be executed in the reverse order, depending upon the functionality/acts involved. Moreover, the functionality of a given block of the flowcharts/block diagrams may be separated into multiple blocks and/or the functionality of two or more blocks of the flowcharts/block diagrams may be at least partially integrated.
- Introduction & Executive Summary:
- According to some embodiments of a neXt Generation (XG) Chipless Spread-Spectrum Communications (CSSC) system, described further hereinbelow and referred to as “XG-CSSC,” XG-CSSC provides extreme privacy, cognitive radio capability, robustness to fading and interference, communications performance associated with M-ary orthonormal signaling and high multiple-access capacity. XG-CSSC uses spread-spectrum waveforms that are devoid of chipping and devoid of any cyclostationary signature, statistically indistinguishable from thermal noise and able to cognitively fit within any available frequency space (narrow-band, broad-band, contiguous, non-contiguous).
- According to some embodiments, XG-CSSC maintains some or all desirable features of classical direct-sequence spread-spectrum communications while providing new dimensions that are important to military and commercial systems. For military communications, XG-CSSC combines M-ary orthonormal signaling with chipless spread-spectrum waveforms to provide extreme covertness and privacy. Military wireless networks whose mission is to gather and disseminate intelligence stealthily, in accordance with Low Probability of Intercept (LPI), Low Probability of Detection (LPD) and Low Probability of Exploitation (LPE) doctrine, may use XG-CSSC terrestrially and/or via satellite. In situations where armed forces face difficult spectrum access issues, XG-CSSC may be used to cognitively and covertly utilize spectrum resources at minimal impact to incumbent users.
- Commercially, XG-CSSC may be used to provide opportunistic communications using spectrum that is detected unused. As spectrum usage continues to increase, it may become important to equip networks and user devices with agility to use opportunistically any portion (or portions) of a broad range of frequencies that is/are detected as unused or lightly used. A regime is envisioned wherein primary usage of spectrum and secondary (opportunistic) usage of the same spectrum co-exist on a non-interference, or substantially non-interference, basis.
- XG-CSSC Fundamentals:
- In accordance with XG-CSSC, a Gram-Schmidt Orthonormalization (GSO) procedure, or any other orthonormalization or orthogonalization procedure, may be applied to a set of “seed” functions, to generate an orthonormal/orthogonal set of waveforms. According to some embodiments, the seed functions may be discrete-time functions, may be constructed pseudo-randomly in accordance with, for example, Gaussian statistics (that may be truncated Gaussian statistics) and in accordance with any desired power spectral density characteristic that may be predetermined and/or adaptively formed based on cognitive radio principles. The GSO operation performed on the seed functions yields a set of Gaussian-distributed orthonormal waveforms. The set of Gaussian-distributed orthonormal waveforms may be used to define a signaling alphabet that may be used to map an information sequence into spread-spectrum waveforms without resorting to chipping of the information sequence.
- Referring to
FIG. 17 , a Power Spectrum Estimator (PSE) may be used to identify frequency content being radiated by other transmitters. This may be accomplished by, for example, subjecting a band of frequencies, over which it is desired to transmit information, to a Fast Fourier Transform (FFT). Responsive to the output of the PSE, a “Water-Filling Spectrum Shape” (WFSS) may be formed in the FFT domain. Each element (bin) of the WFSS FFT may be assigned a pseudo-random phase value that may be chosen from (0, 2π). An Inverse Fast Fourier Transform (IFFT) may be applied to the WFSS FFT, as illustrated inFIG. 1 , to generate a corresponding Gaussian-distributed discrete-time function. (The technique is not limited to Gaussian distributions. However, the Gaussian distribution is of particular interest since waveforms that have Gaussian statistics and are devoid of cyclostationary features are substantially indistinguishable from thermal noise.) The process may be repeated M times to produce a set of M independent Gaussian-distributed discrete-time functions. Still referring toFIG. 17 , the output values of the IFFT may be limited in amplitude, in accordance with a truncated Gaussian distribution, in order to minimize non-linear distortion effects in the amplification stages of the radio. - We let the set of M independent Gaussian-distributed discrete-time functions be denoted by {S(nT)}={S1(nT), S2(nT), . . . , SM(nT)}; n=1, 2, . . . , N. We also let a one-sided bandwidth of {S(nT)} be limited to B Hz. As such, a number of orthogonal waveforms that may be generated from {S(nT)} may, in accordance with established theorems, be upper-bounded by 2.4τB; where τ=NT. (See P. M. Dollard, “On the time-bandwidth concentration of signal functions forming given geometric vector configurations,” IEEE Transactions on Information Theory, IT-10, pp. 328-338, October 1964; also see H. J. Landau and H. O. Pollak, “Prolate spheroidal wave functions, Fourier analysis and uncertainty-III: The dimension of the space of essentially time-and band-limited signals,” BSTJ, 41, pp. 1295-1336, July 1962) Accordingly, {S(nT)} may be subjected to a GSO in order to generate a set of M orthonormal waveforms {U(nT)}≡{U1(nT), U2(nT), . . . , UM(nT)}; n=1, 2, . . . , N.
- The set of orthonormal waveforms {U1(nT), U2(nT), . . . , UM(nT)} may be used to define an M-ary orthonormal Gaussian-distributed signaling alphabet whose elements may be used to map an M-ary information sequence {Ik}; Ikε{I1, I2, IM} into a spread-spectrum waveform sequence {Uk(nT)}. (The discrete-time index “k” relates to the signaling interval whereas the discrete-time index “n” refers to the waveform sampling interval. A signaling interval includes N waveform sampling intervals.)
- Thus, in accordance with M-ary signaling, a block of L bits (2L=M) may be associated with one element of {U1(nT), U2(nT), . . . , UM(nT)}. Alternatively, since the system comprises M orthogonal channels (as defined by the M orthonormal waveforms) two or more of the orthonormal waveforms may be transmitted simultaneously. In this configuration, each one of the transmitted orthonormal waveforms may be modulated by either “+1” or “−1”, to reflect a state of an associated bit, thus conveying one bit of information. The following example illustrates a trade off between M-ary orthogonal signaling and binary signaling.
- As stated earlier, a number of orthogonal waveforms that may be generated from a set of seed waveforms {S(nT)} is upper-bounded by 2.4τB. Let us assume that each seed waveform is band-limited to B=500 kHz (one-sided bandwidth) and that the signaling interval τ=NT is 1 ms. Thus, M≦2.4τB=2.4*(10−3)*(0.5*106)=1200. Assuming that a number of 1024 of orthonormal waveforms can be constructed, transmitting one orthonormal waveform may relay 10 bits of information. Thus, the M-ary signaling approach may yield a data throughput of 10 kbps (since the signaling interval is 1 ms). Turning now to the binary signaling approach, each one of a plurality of orthonormal waveforms may be modulated by either “+1” or “−1” and transmitted, conveying 1 bit of information. If all 1024 orthonormal waveforms are used, the data throughput may be 1024 bits per τ=10−3 seconds or, 1.024 Mbps. It is seen that the two approaches differ in data throughput by 20 dB but they also differ in Eb/N0 performance. Since the M-ary signaling scheme conveys 10 bits of information per transmitted waveform, while the binary signaling approach conveys one bit of information per transmitted waveform, the M-ary signaling approach enjoys a 10 dB Eb/N0 advantage over the binary signaling approach. (Assuming the probability of error associated with a channel symbol is kept the same for the two signaling schemes.) Thus, whereas the binary signaling scheme may be ideally suited for high-capacity multiple-access military and/or commercial communications, the M-ary signaling scheme may be preferred for certain special operations situations that require extreme covertness and/or privacy.
- A receiver that is configured to receive information from the transmitter of
FIG. 17 , may be equipped with sufficient information to generate a matched filter bank corresponding to the M-ary signaling alphabet {U1(nT), U2(nT), . . . , UM(nT)}.FIG. 18 illustrates key functions of such a receiver. The receiver may further be optimized for fading channels by using “rake” principles. In some embodiments, the receiver may be configured to detect lightly used or unused frequencies and instruct one or more transmitters, via a control channel message, to transmit information over the detected lightly used or unused frequencies. This may be accomplished, in some embodiments of the invention, by configuring the receiver to instruct the one or more transmitters by transmitting frequency-occupancy information, via the control channel, over a predetermined, known to the one or more transmitters, frequency interval, that may contain interference. The predetermined frequency interval may, according to some embodiments, be changing with time responsive to, for example, a Time-of-Day (ToD) value and/or any other input. The frequency-occupancy information may be of relatively low data rate and the predetermined frequency interval may be relatively large in bandwidth so as to provide sufficient processing gain to overcome the interference. In further embodiments of the invention, one or more elements of the M-ary signaling alphabet may be precluded from being used for wireless transmission and this may be used to provide a receiver with error detection and/or error correction capability, as will be appreciated by those skilled in the art. - Preliminary Computer Simulations:
- Transmission and reception of information based on XG-CSSC waveforms has been simulated using 16-ary Gaussian-distributed orthonormal alphabets that were constructed in accordance with the principles described herein.
FIG. 19( a) is a Power Spectral Density (“PSD”) of a transmitted XG-CSSC carrier in an interference-free environment (or in the presence of interference but without the cognitive function having been activated). In contrast,FIG. 19( b) shows the impact of a radio's cognitive function. As seen fromFIG. 19( b), responsive to a detection of interference (indicated inFIG. 19( b) by the red or lighter trace), the PSD of a XG-CSSC carrier is “molded” around the interference. That is, the radio's cognitive function senses the power spectrum distribution of interference and forms a 16-ary signaling alphabet with spectral content that avoids the interference.FIG. 19( c) shows the PSD of the XG-CSSC carrier (ofFIG. 19( a) or 19(b)) following square-law detection, illustrating a featureless (non-cyclostationary) nature thereof. By comparison, the first and second traces ofFIG. 20 show a PSD of conventional QPSK and a PSD of conventional QPSK following square-law detection, illustrating a cyclostationary signature of conventional QPSK. -
FIG. 21 shows a constellation associated with transmission of 20,000 16-ary symbols of the XG-CSSC carrier (ofFIG. 3( a) or 3(b)) andFIG. 22 represents a histogram thereof. It is seen fromFIGS. 3 , 5 and 6 that XG-CSSC transmissions may be substantially featureless and substantially indistinguishable from thermal noise. - Communications performance has also been evaluated.
FIG. 23 shows a Bit Error Rate (“BER”) vs. a Symbol Energy to Noise Power Spectral Density (“ES/N0”) for uncoded 16-ary XG-CSSC and uncoded spread-spectrum 16-QAM. (See Donald L. Schilling et al. “Optimization of the Processing Gain of an M-ary Direct Sequence Spread Spectrum Communication System,” IEEE Transactions on Communications, Vol. Com-28, No. 8, August 1980.) Spread-spectrum 16-QAM was chosen for this comparison in order to keep a number of transmitted bits per symbol invariant between the two transmission formats. The ES/N0 advantage of XG-CSSC is apparent, owing to its orthonormal signaling alphabet. It is seen that at 10−2 BER, XG-CSSC enjoys almost a 5 dB advantage over 16-QAM. -
FIG. 24 shows BER performance subject to Co-Channel (“CC”) interference. The two systems (16-ary XG-CSSC and spread-spectrum 16-QAM) remain uncoded as inFIG. 23 . Two types of CC interference are considered: Wide-Band (“WB”) and Band-Pass (“BP”). The WB interference is modeled as wideband complex Gaussian noise and its PSD spans the entire desired signal spectrum. The BP interference is modeled as band-pass complex Gaussian noise and its PSD spans only 20% of the desired signal spectrum. The power of interference (whether WB or BP) is made equal to the power of the desired signal. InFIG. 24 , the cognitive aspect of XG-CSSC is not activated. As a consequence, the interference spectrum and the XG-CS SC spectrum remain co-channel impairing BER performance. -
FIG. 25 focuses on the impact of BP interference and displays XG-CSSC system performance with and without cognition. The two systems remain uncoded, as above, and the power of interference remains equal to the power of the desired signal. In the legend ofFIG. 25 , the term “Adaptive XG-CSSC” indicates that the associated curve represents XG-CSSC with the cognitive feature active. It can be observed that performance of XG-CSSC subject to the cognitive feature (interference avoidance) is indistinguishable from the interference-free case (the blue [square points] and green [star points] curves are on top of each other). - Embodiments of the present invention have been described above in terms of systems, methods, devices and/or computer program products that provide communication devoid of cyclostationary features. However, other embodiments of the present invention may selectively provide communications devoid of cyclostationary features. For example, as shown in
FIG. 16 if LPI/LPD/LPE communications are desired, then non-cyclostationary waveforms may be transmitted. In contrast, when LPI/LPD/LPE communications need not be transmitted, cyclostationary waveforms may be used. An indicator may be provided to allow a receiver to determine whether cyclostationary or non-cyclostationary waveforms are being transmitted. Accordingly, a given system, method, device and/or computer program can operate in one of two modes, depending upon whether LPI/LPD/LPE communications are desired. - The present invention has been described with reference to block diagrams and/or flowchart illustrations of methods, apparatus (systems) and/or computer program products according to embodiments of the invention. It is understood that a block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, and/or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer and/or other programmable data processing apparatus, create means (functionality) and/or structure for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instructions which implement the function/act specified in the block diagrams and/or flowchart block or blocks.
- The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions/acts specified in the block diagrams and/or flowchart block or blocks.
- Accordingly, the present invention may be embodied in hardware and/or in software (including firmware, resident software, micro-code, etc.). Furthermore, the present invention may take the form of a computer program product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embodied in the medium for use by or in connection with an instruction execution system. In the context of this document, a computer-usable or computer-readable medium may be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device.
- It should also be noted that in some alternate implementations, the functions/acts noted in the blocks of the block diagrams/flowcharts may occur out of the order noted in the block diagram/flowcharts. For example, two blocks shown in succession may in fact be executed substantially concurrently or the blocks may sometimes be executed in the reverse order, depending upon the functionality/acts involved. Moreover, the functionality of a given block of the flowcharts/block diagrams may be separated into multiple blocks and/or the functionality of two or more blocks of the flowcharts/block diagrams may be at least partially integrated.
- In the specification and the Figures thereof, there have been disclosed embodiments of the invention and, although specific terms are employed, they are used in a generic and descriptive sense only and not for purposes of limitation; the scope of the invention being set forth in the following claims.
Claims (73)
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20150347364A1 (en) * | 2014-06-03 | 2015-12-03 | Lenovo (Singapore) Pte. Ltd. | Highlighting input area based on user input |
US9524428B2 (en) * | 2014-04-28 | 2016-12-20 | Lenovo (Singapore) Pte. Ltd. | Automated handwriting input for entry fields |
Families Citing this family (46)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8670493B2 (en) | 2005-06-22 | 2014-03-11 | Eices Research, Inc. | Systems and/or methods of increased privacy wireless communications |
USRE47633E1 (en) | 2005-06-22 | 2019-10-01 | Odyssey Wireless Inc. | Systems/methods of conducting a financial transaction using a smartphone |
US7876845B2 (en) * | 2005-06-22 | 2011-01-25 | Eices Research, Inc. | Wireless communications systems and/or methods providing low interference, high privacy and/or cognitive flexibility |
US8233554B2 (en) | 2010-03-29 | 2012-07-31 | Eices Research, Inc. | Increased capacity communications for OFDM-based wireless communications systems/methods/devices |
US9374746B1 (en) | 2008-07-07 | 2016-06-21 | Odyssey Wireless, Inc. | Systems/methods of spatial multiplexing |
JP2010157807A (en) * | 2008-12-26 | 2010-07-15 | Nec Corp | Communication system, femto cell base station, authentication device, communication method, and communication program |
US9753884B2 (en) * | 2009-09-30 | 2017-09-05 | Microsoft Technology Licensing, Llc | Radio-control board for software-defined radio platform |
FR2957733B1 (en) * | 2010-03-22 | 2015-10-09 | Airbus Operations Sas | METHOD OF COMMUNICATION BETWEEN AN AIRCRAFT AND A GROUND STATION |
US9806790B2 (en) | 2010-03-29 | 2017-10-31 | Odyssey Wireless, Inc. | Systems/methods of spectrally efficient communications |
US8577307B1 (en) * | 2010-09-21 | 2013-11-05 | Rockwell Collins, Inc. | Waveform scheduling on a common antenna |
US8571499B1 (en) * | 2010-10-12 | 2013-10-29 | Harold Kirkpatrick | Wireless terrestrial communications systems using a line-of-sight frequency for inbound data and a non-line-of-sight frequency for outbound data |
JP5897703B2 (en) | 2011-05-04 | 2016-03-30 | マイクロソフト テクノロジー ライセンシング,エルエルシー | Spectrum allocation for base stations |
US8839347B2 (en) * | 2011-05-31 | 2014-09-16 | Nokia Corporation | Method and apparatus for providing privacy in cognitive radio information sharing |
US20130114571A1 (en) * | 2011-11-07 | 2013-05-09 | Qualcomm Incorporated | Coordinated forward link blanking and power boosting for flexible bandwidth systems |
US8989286B2 (en) | 2011-11-10 | 2015-03-24 | Microsoft Corporation | Mapping a transmission stream in a virtual baseband to a physical baseband with equalization |
US9130711B2 (en) * | 2011-11-10 | 2015-09-08 | Microsoft Technology Licensing, Llc | Mapping signals from a virtual frequency band to physical frequency bands |
US8947998B2 (en) * | 2011-12-20 | 2015-02-03 | Lg Electronics Inc. | Method and apparatus for detecting radio signal |
US9137690B2 (en) * | 2012-09-18 | 2015-09-15 | Tektronix, Inc. | Multiple protocol session record mapper |
US9648444B2 (en) * | 2014-01-06 | 2017-05-09 | Brian G. Agee | Physically secure digital signal processing for wireless M2M networks |
US10812955B2 (en) | 2013-01-05 | 2020-10-20 | Brian G Agee | Generation of signals with unpredictable transmission properties for wireless M2M networks |
CN103152157A (en) * | 2013-02-04 | 2013-06-12 | 快车科技有限公司 | Secure encrypted method and relevant device |
ES2680938T3 (en) * | 2013-07-04 | 2018-09-11 | Bae Systems Plc | Reception and transmission of radio frequency signals |
US9300388B1 (en) | 2013-12-18 | 2016-03-29 | Google Inc. | Systems and methods for using different beam widths for communications between balloons |
WO2016164628A1 (en) * | 2015-04-07 | 2016-10-13 | Virginia Tech Intellectual Properties, Inc. | Method for jointly adapting an ofdm waveform and the demodulator for interference mitigation and harsh channels |
US9479217B1 (en) * | 2015-07-28 | 2016-10-25 | John David Terry | Method and apparatus for communicating data in a digital chaos cooperative network |
WO2017165556A1 (en) * | 2016-03-23 | 2017-09-28 | The Regents Of The University Of California | Interference-tolerant multiple-user radar system |
WO2017214863A1 (en) * | 2016-06-14 | 2017-12-21 | SZ DJI Technology Co., Ltd. | Data distribution from a movable object |
US11374658B2 (en) | 2016-10-21 | 2022-06-28 | Northeastern University | Method and apparatus for wireless communications |
WO2018075984A1 (en) | 2016-10-21 | 2018-04-26 | Northeastern University | Method and apparatus for wireless communications |
CN106452500B (en) * | 2016-11-16 | 2018-09-11 | 深圳芯珑电子技术有限公司 | A kind of multiple sequence spread spectrum communication means |
CN107426124B (en) * | 2017-09-06 | 2019-09-27 | 厦门大学 | Code based on orthogonal frequency division multiplexi is multiplexed differential Chaos Shift Keying modem |
US10972471B2 (en) | 2017-12-15 | 2021-04-06 | International Business Machines Corporation | Device authentication using synchronized activity signature comparison |
WO2019148139A1 (en) * | 2018-01-26 | 2019-08-01 | California Institute Of Technology | Systems and methods for communicating by modulating data on zeros |
WO2019154447A1 (en) | 2018-02-09 | 2019-08-15 | Argo Semiconductors Fs Ltd (He 359654) | Wireless communications system employing continuous phase modulation and physical layer security primitives |
US10681716B2 (en) | 2018-05-07 | 2020-06-09 | ENK Wireless, Inc. | Systems/methods of providing increased wireless capacity, vehicular safety, electrical power wirelessly, and device control responsive to geographic position |
US11100796B2 (en) | 2018-05-07 | 2021-08-24 | ENK Wireless, Inc. | Systems/methods of improving vehicular safety |
US10804998B2 (en) | 2018-05-07 | 2020-10-13 | ENK Wireless, Inc. | Systems/methods of providing increased wireless capacity, vehicular safety, electrical power wirelessly, and device control responsive to geographic position |
US11075740B2 (en) | 2018-05-07 | 2021-07-27 | ENK Wireless, Inc. | Systems/methods of communications using a plurality of cooperative devices |
FR3091088B1 (en) * | 2018-12-21 | 2021-05-14 | Inst Mines Telecom | "PROCESS FOR PROVIDING RADIOMOBILE CONNECTIVITY IN A SPACE CONFINED BY AN EXTERNAL TELEVISION ANTENNA AND ASSOCIATED SYSTEM" |
WO2020163759A1 (en) * | 2019-02-07 | 2020-08-13 | California Institute Of Technology | Systems and methods for communicating by modulating data on zeros in the presence of channel impairments |
WO2020223908A1 (en) * | 2019-05-07 | 2020-11-12 | Nokia Technologies Oy | Privacy management |
EP3777282B1 (en) * | 2019-05-13 | 2022-07-13 | Lambda: 4 Entwicklungen GmbH | Detection of attacks on wireless authorisation systems |
US10931403B2 (en) * | 2019-05-15 | 2021-02-23 | Astrapi Corporation | Communication devices, systems, software and methods employing symbol waveform hopping |
US11159939B2 (en) * | 2019-10-31 | 2021-10-26 | Bae Systems Information And Electronic Systems Integration Inc. | Featureless low-probability interception/detection waveform via continuously variable symbol rate transmission |
CN112214733B (en) * | 2020-09-30 | 2022-06-21 | 中国科学院数学与系统科学研究院 | Distributed estimation method and system for privacy protection and readable storage medium |
KR20240018416A (en) * | 2021-06-11 | 2024-02-13 | 엘지전자 주식회사 | Apparatus and method for performing handover considering battery efficiency in a wireless communication system |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020126741A1 (en) * | 2000-12-29 | 2002-09-12 | Motorola Inc. | Method and system for transmission and frequency domain equalization for wideband CDMA system |
US20030231714A1 (en) * | 2002-03-29 | 2003-12-18 | Kjeldsen Erik H. | System and method for orthogonally multiplexed signal transmission and reception |
US7346125B2 (en) * | 2002-04-23 | 2008-03-18 | Raytheon Company | Method and device for pulse shaping QPSK signals |
US20080152050A1 (en) * | 2006-12-20 | 2008-06-26 | Katsumi Watanabe | Radio Communication Device |
US20090279422A1 (en) * | 2005-10-20 | 2009-11-12 | Trellis Phase Communications, Lp | Single sideband and quadrature multiplexed continuous phase modulation |
US20110143700A1 (en) * | 2008-05-30 | 2011-06-16 | Fundacio Centre Techologic De Telecommunicacions De Catalunya | Signal processing device and method for detecting and locating spectral shapes |
US20120099679A1 (en) * | 2009-06-12 | 2012-04-26 | Tokyo Institute Of Technology | Receiving apparatus and receiving method |
US20120230449A1 (en) * | 2009-11-09 | 2012-09-13 | Nec Corporation | Wireless sending apparatus, wireless sending method, storage medium and baseband circuit |
US20130308733A1 (en) * | 2011-02-03 | 2013-11-21 | Sharp Kabushiki Kaisha | Receiver apparatus, reception method, communication system, and communication method |
Family Cites Families (323)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4393276A (en) | 1981-03-19 | 1983-07-12 | Bell Telephone Laboratories, Incorporated | Fourier masking analog signal secure communication system |
US4833706A (en) | 1985-05-20 | 1989-05-23 | Telebit Corporation | Ensemble modem structure for imperfect transmission media |
US5054034A (en) | 1985-05-20 | 1991-10-01 | Telebit Corporation | Ensemble modem structure for imperfect transmission media |
US4679227A (en) | 1985-05-20 | 1987-07-07 | Telebit Corporation | Ensemble modem structure for imperfect transmission media |
US4635276A (en) | 1985-07-25 | 1987-01-06 | At&T Bell Laboratories | Asynchronous and non-data decision directed equalizer adjustment |
US4757495A (en) | 1986-03-05 | 1988-07-12 | Telebit Corporation | Speech and data multiplexor optimized for use over impaired and bandwidth restricted analog channels |
US4882668A (en) | 1987-12-10 | 1989-11-21 | General Dynamics Corp., Pomona Division | Adaptive matched filter |
US4980897A (en) | 1988-08-12 | 1990-12-25 | Telebit Corporation | Multi-channel trellis encoder/decoder |
GB8912337D0 (en) | 1989-05-30 | 2000-08-23 | Secr Defence | A wideband high frequency covert communications system |
US5029184A (en) | 1990-01-24 | 1991-07-02 | Harris Corporation | Low probability of intercept communication system |
US7224291B2 (en) | 1990-05-17 | 2007-05-29 | Transcore, Lp | Electronic vehicle toll collection system and method |
US5117401A (en) | 1990-08-16 | 1992-05-26 | Hughes Aircraft Company | Active adaptive noise canceller without training mode |
US5185762A (en) | 1991-05-15 | 1993-02-09 | Scs Mobilecom, Inc. | Spread spectrum microwave overlay with notch filter |
US7020125B2 (en) | 1990-12-05 | 2006-03-28 | Interdigital Technology Corporation | Broadband CDMA overlay system and method |
US5703874A (en) | 1990-12-05 | 1997-12-30 | Interdigital Technology Corporation | Broadband CDMA overlay system and method |
US5157688A (en) | 1991-03-14 | 1992-10-20 | Hughes Aircraft Company | Spread spectrum transmitter for degrading spread spectrum feature detectors |
US6407989B2 (en) | 1994-01-21 | 2002-06-18 | Interdigital Technology Corporation | Spread spectrum microwave overlay with notch filter |
GB9218874D0 (en) | 1992-09-07 | 1992-10-21 | British Broadcasting Corp | Improvements relating to the transmission of frequency division multiplex signals |
US5394433A (en) | 1993-04-22 | 1995-02-28 | International Business Machines Corporation | Frequency hopping pattern assignment and control in multiple autonomous collocated radio networks |
US5479447A (en) | 1993-05-03 | 1995-12-26 | The Board Of Trustees Of The Leland Stanford, Junior University | Method and apparatus for adaptive, variable bandwidth, high-speed data transmission of a multicarrier signal over digital subscriber lines |
US5778029A (en) | 1993-05-13 | 1998-07-07 | Lockheed Martin Aerospace Corporation | Signal conditioner with symbol addressed lookup table producing values which compensate linear and non-linear distortion using transversal filter |
EP0660559B1 (en) | 1993-12-22 | 2005-04-27 | Koninklijke Philips Electronics N.V. | Multicarrier frequency-hopping communication system |
WO1995022859A1 (en) | 1994-02-17 | 1995-08-24 | Micrilor, Inc. | A high-data-rate wireless local-area network |
US5559828A (en) | 1994-05-16 | 1996-09-24 | Armstrong; John T. | Transmitted reference spread spectrum communication using a single carrier with two mutually orthogonal modulated basis vectors |
US5724380A (en) | 1994-06-06 | 1998-03-03 | Siemens Aktiengesellschaft | Radio transmission system |
FI99071C (en) | 1995-02-15 | 1997-09-25 | Nokia Mobile Phones Ltd | Procedure for use of applications in a mobile telephone as well as a mobile telephone |
US5726978A (en) | 1995-06-22 | 1998-03-10 | Telefonaktiebolaget L M Ericsson Publ. | Adaptive channel allocation in a frequency division multiplexed system |
US6307868B1 (en) | 1995-08-25 | 2001-10-23 | Terayon Communication Systems, Inc. | Apparatus and method for SCDMA digital data transmission using orthogonal codes and a head end modem with no tracking loops |
GB2306029A (en) | 1995-10-06 | 1997-04-23 | Ford Motor Co | Audio device security system |
US5956373A (en) | 1995-11-17 | 1999-09-21 | Usa Digital Radio Partners, L.P. | AM compatible digital audio broadcasting signal transmision using digitally modulated orthogonal noise-like sequences |
US5719796A (en) | 1995-12-04 | 1998-02-17 | Advanced Micro Devices, Inc. | System for monitoring and analyzing manufacturing processes using statistical simulation with single step feedback |
US5848160A (en) | 1996-02-20 | 1998-12-08 | Raytheon Company | Digital synthesized wideband noise-like waveform |
US6765895B1 (en) | 1996-03-15 | 2004-07-20 | Matsushita Electric Industrial Co., Ltd. | Spectrum spread communication system |
US7046694B2 (en) | 1996-06-19 | 2006-05-16 | Digital Radio Express, Inc. | In-band on-channel digital broadcasting method and system |
US5737326A (en) | 1996-07-12 | 1998-04-07 | Lucent Technologies Inc. | Multi-code code division multiple access receiver |
US5910950A (en) | 1996-08-16 | 1999-06-08 | Lucent Technologies Inc. | Demodulator phase correction for code division multiple access receiver |
US5881056A (en) | 1996-08-20 | 1999-03-09 | Lucent Technologies Inc. | Method and apparatus of a multi-code code division multiple access receiver having shared accumulator circuits |
US5870378A (en) | 1996-08-20 | 1999-02-09 | Lucent Technologies Inc. | Method and apparatus of a multi-code code division multiple access receiver having a shared accumulator circuits |
JP4130995B2 (en) | 1996-09-02 | 2008-08-13 | エステー マイクロエレクトロニクス ナームローゼ ベンノートシャップ | Improvements in or related to multi-carrier transmission systems |
US5991749A (en) | 1996-09-11 | 1999-11-23 | Morrill, Jr.; Paul H. | Wireless telephony for collecting tolls, conducting financial transactions, and authorizing other activities |
JPH10191431A (en) | 1996-12-26 | 1998-07-21 | Sony Corp | Communication method base station and terminal equipment |
US6175550B1 (en) | 1997-04-01 | 2001-01-16 | Lucent Technologies, Inc. | Orthogonal frequency division multiplexing system with dynamically scalable operating parameters and method thereof |
US6026125A (en) | 1997-05-16 | 2000-02-15 | Multispectral Solutions, Inc. | Waveform adaptive ultra-wideband transmitter |
US7042902B2 (en) * | 1997-10-08 | 2006-05-09 | Bandwidth Technology Corp. | Techniques for communicating information using prime-frequency waveform mapping |
US6295461B1 (en) | 1997-11-03 | 2001-09-25 | Intermec Ip Corp. | Multi-mode radio frequency network system |
SE511248C2 (en) | 1997-12-05 | 1999-08-30 | Ericsson Telefon Ab L M | Bit allocation in a transmission system |
US6408019B1 (en) | 1997-12-29 | 2002-06-18 | Georgia Tech Research Corporation | System and method for communication using noise |
JP2920131B1 (en) | 1998-01-28 | 1999-07-19 | 株式会社次世代デジタルテレビジョン放送システム研究所 | OFDM signal transmission device |
US6901241B2 (en) * | 1998-02-11 | 2005-05-31 | Telefonaktiebolaget L M Ericsson (Publ) | System, method and apparatus for secure transmission of confidential information |
US5955992A (en) | 1998-02-12 | 1999-09-21 | Shattil; Steve J. | Frequency-shifted feedback cavity used as a phased array antenna controller and carrier interference multiple access spread-spectrum transmitter |
US7430257B1 (en) | 1998-02-12 | 2008-09-30 | Lot 41 Acquisition Foundation, Llc | Multicarrier sub-layer for direct sequence channel and multiple-access coding |
US6539226B1 (en) * | 1998-02-16 | 2003-03-25 | Nec Corporation | Base station transmission power control system mobile station and base station |
JPH11289312A (en) | 1998-04-01 | 1999-10-19 | Toshiba Tec Corp | Multicarrier radio communication device |
US6484260B1 (en) | 1998-04-24 | 2002-11-19 | Identix, Inc. | Personal identification system |
US6246713B1 (en) | 1998-06-08 | 2001-06-12 | Telefonaktiebolaget Lm Ericsson (Publ) | Frequency-hopping in a bandwidth-on-demand system |
JP3517663B2 (en) | 1998-07-27 | 2004-04-12 | 村田機械株式会社 | Encryption communication method and encryption communication system |
JP4170458B2 (en) * | 1998-08-27 | 2008-10-22 | ローランド株式会社 | Time-axis compression / expansion device for waveform signals |
US6198730B1 (en) | 1998-10-13 | 2001-03-06 | Motorola, Inc. | Systems and method for use in a dual mode satellite communications system |
US6415032B1 (en) | 1998-12-01 | 2002-07-02 | Xilinx, Inc. | Encryption technique using stream cipher and block cipher |
JP2000244441A (en) | 1998-12-22 | 2000-09-08 | Matsushita Electric Ind Co Ltd | Ofdm transmitter-receiver |
US6535550B1 (en) | 1999-03-02 | 2003-03-18 | Legerity, Inc. | Transceiver with variable width cyclic prefix |
US6661847B1 (en) | 1999-05-20 | 2003-12-09 | International Business Machines Corporation | Systems methods and computer program products for generating and optimizing signal constellations |
US6141567A (en) | 1999-06-07 | 2000-10-31 | Arraycomm, Inc. | Apparatus and method for beamforming in a changing-interference environment |
US6799141B1 (en) | 1999-06-09 | 2004-09-28 | Beamcontrol Aps | Method for determining the channel gain between emitters and receivers |
KR100294070B1 (en) | 1999-06-23 | 2001-06-15 | 박태진 | Double frequency hopping communication system and control method thereof |
GB2353155A (en) | 1999-08-05 | 2001-02-14 | Mitsubishi Electric Inf Tech | A random binary signal generator with a narrowed autocorrelation function |
KR100314113B1 (en) | 1999-08-25 | 2001-11-15 | 구자홍 | matched filter and filtering method, apparatus and method for receiving plural digital broadcast using digital filter |
US6765969B1 (en) | 1999-09-01 | 2004-07-20 | Motorola, Inc. | Method and device for multi-user channel estimation |
DE69908125T2 (en) | 1999-09-13 | 2003-12-04 | Mitsubishi Electric Inf Tech | Allocation of spreading sequences in an MCCDMA system |
US6538787B1 (en) * | 1999-09-24 | 2003-03-25 | Lucent Technologies Inc. | Apparatus and method for polarization mode dispersion emulation and compensation |
US6961369B1 (en) | 1999-11-09 | 2005-11-01 | Aware, Inc. | System and method for scrambling the phase of the carriers in a multicarrier communications system |
US6705520B1 (en) | 1999-11-15 | 2004-03-16 | Satyan G. Pitroda | Point of sale adapter for electronic transaction device |
US7327775B1 (en) | 1999-12-23 | 2008-02-05 | Nokia Corporation | CDMA receiver |
FI20000284A (en) | 2000-02-10 | 2001-08-11 | Nokia Networks Oy | Interference cancellation method and receiver |
JP3888823B2 (en) | 2000-02-14 | 2007-03-07 | 松下電器産業株式会社 | Semiconductor integrated circuit |
US6965992B1 (en) * | 2000-02-24 | 2005-11-15 | 3Com Corporation | Method and system for network security capable of doing stronger encryption with authorized devices |
EP1152548A1 (en) | 2000-05-05 | 2001-11-07 | Lucent Technologies Inc. | Increased data communication capacity of a high rate wireless network |
WO2001093522A1 (en) | 2000-05-26 | 2001-12-06 | Kowalski Frank V | Multiple access system and method using a code-length division noise-spectrum protocol |
US6598200B1 (en) | 2000-06-02 | 2003-07-22 | Nortel Networks Limited | Method and apparatus for frequency domain data frame transmission |
US7248841B2 (en) | 2000-06-13 | 2007-07-24 | Agee Brian G | Method and apparatus for optimization of wireless multipoint electromagnetic communication networks |
US7295509B2 (en) | 2000-09-13 | 2007-11-13 | Qualcomm, Incorporated | Signaling method in an OFDM multiple access system |
FR2814012B1 (en) | 2000-09-14 | 2002-10-31 | Mitsubishi Electric Inf Tech | METHOD FOR ASSIGNING A TRANSMISSION POWER LEVEL TO PILOT SYMBOLS USED FOR CHANNEL ESTIMATION OF A TRANSMISSION SYSTEM |
US7774231B2 (en) | 2000-09-29 | 2010-08-10 | Nokia Corporation | Electronic payment methods for a mobile device |
US7133659B2 (en) | 2000-09-29 | 2006-11-07 | Nokia Mobile Phones Limited | Methods of operating a reservation system using electronic device cover with embedded transponder |
US7672381B1 (en) | 2000-10-17 | 2010-03-02 | Motorola, Inc. | Method of multiple-carrier communication within a noncontiguous wideband spectrum and apparatus therefor |
US6654408B1 (en) | 2000-10-27 | 2003-11-25 | Wisconsin Alumni Research Foundation | Method and system for multi-carrier multiple access reception in the presence of imperfections |
US7190683B2 (en) | 2000-10-27 | 2007-03-13 | L-3 Communications Corporation | Two-dimensional channel bonding in a hybrid CDMA/FDMA fixed wireless access system to provide finely variable rate channels |
US7079480B2 (en) | 2000-10-28 | 2006-07-18 | Agee Brian G | Enhancing security and efficiency of wireless communications through structural embedding |
US7196660B2 (en) | 2000-11-17 | 2007-03-27 | Global Locate, Inc | Method and system for determining time in a satellite positioning system |
US6947748B2 (en) | 2000-12-15 | 2005-09-20 | Adaptix, Inc. | OFDMA with adaptive subcarrier-cluster configuration and selective loading |
US7054375B2 (en) | 2000-12-22 | 2006-05-30 | Nokia Corporation | Method and apparatus for error reduction in an orthogonal modulation system |
US20030161385A1 (en) | 2001-01-17 | 2003-08-28 | Chao-Ming Chang | Linear interference suppression detection |
US6868114B2 (en) | 2001-01-18 | 2005-03-15 | The Titan Corporation | Interference suppression in a spread spectrum communications system using non-linear frequency domain excision |
US7333422B2 (en) | 2003-09-12 | 2008-02-19 | Zarbana Digital Fund Llc | Optimized FFT/IFFT module |
JP4663136B2 (en) | 2001-01-29 | 2011-03-30 | パナソニック株式会社 | Method and apparatus for transmitting location information of digital map |
US6633616B2 (en) | 2001-02-21 | 2003-10-14 | Magis Networks, Inc. | OFDM pilot tone tracking for wireless LAN |
US6433720B1 (en) | 2001-03-06 | 2002-08-13 | Furaxa, Inc. | Methods, apparatuses, and systems for sampling or pulse generation |
FR2822567B1 (en) | 2001-03-22 | 2003-05-02 | Mitsubishi Electric Inf Tech | GMMSE TYPE EQUALIZATION METHOD AND DEVICE |
FR2822569B1 (en) | 2001-03-22 | 2003-06-06 | Mitsubishi Electric Inf Tech | GMMSE TYPE EQUALIZATION METHOD AND DEVICE |
FR2822568B1 (en) | 2001-03-22 | 2003-06-06 | Mitsubishi Electric Inf Tech | GMMSE TYPE EQUALIZATION METHOD AND DEVICE |
US7161927B2 (en) | 2001-04-18 | 2007-01-09 | Mediatek Inc. | System and method for synchronizing multiuser signals for OFDM CDMA |
US20020177446A1 (en) | 2001-05-23 | 2002-11-28 | Alex Bugeja | System and method for providing variable transmission bandwidth over communications channels |
FR2825862A1 (en) | 2001-06-06 | 2002-12-13 | St Microelectronics Sa | METHOD FOR TRANSMITTING DATA IN MC / CDMA |
CN100438389C (en) | 2001-06-21 | 2008-11-26 | 皇家菲利浦电子有限公司 | MIMO transmission system in radio communications network |
JP3607643B2 (en) | 2001-07-13 | 2005-01-05 | 松下電器産業株式会社 | Multicarrier transmission apparatus, multicarrier reception apparatus, and multicarrier radio communication method |
US20030053625A1 (en) | 2001-09-10 | 2003-03-20 | The Titan Corporation | Self-synchronizing, stream-oriented data encryption technique |
US7155340B2 (en) | 2001-09-14 | 2006-12-26 | Atc Technologies, Llc | Network-assisted global positioning systems, methods and terminals including doppler shift and code phase estimates |
JP4128957B2 (en) | 2001-09-18 | 2008-07-30 | 韓國電子通信研究院 | Digital communication method and system |
CN1557064B (en) | 2001-09-18 | 2013-02-06 | 西门子公司 | Method and communication system device for the generation or processing of OFDM symbols in a transmission system with spread user data |
US7113601B2 (en) * | 2001-09-26 | 2006-09-26 | Mohan Ananda | Method and apparatus for performing secure communications |
EP1300977A1 (en) | 2001-10-04 | 2003-04-09 | Mitsubishi Electric Information Technology Centre Europe B.V. | Parallel interference cancellation in an MC-CDMA telecommunication system |
US7548506B2 (en) | 2001-10-17 | 2009-06-16 | Nortel Networks Limited | System access and synchronization methods for MIMO OFDM communications systems and physical layer packet and preamble design |
JP2003216037A (en) | 2001-11-16 | 2003-07-30 | Yazaki Corp | Cipher key, enciphering device, enciphering/deciphering device, cipher key management device, and deciphering device |
AUPR910301A0 (en) | 2001-11-26 | 2001-12-20 | Marine-Watch Limited | Satellite system for vessel identification |
US6697013B2 (en) | 2001-12-06 | 2004-02-24 | Atheros Communications, Inc. | Radar detection and dynamic frequency selection for wireless local area networks |
US20030112745A1 (en) | 2001-12-17 | 2003-06-19 | Xiangyang Zhuang | Method and system of operating a coded OFDM communication system |
US7428248B2 (en) | 2001-12-19 | 2008-09-23 | Mitsubishi Denki Kabushiki Kaisha | Code allocation method in an MC-CDMA telecommunication system |
GB0130804D0 (en) | 2001-12-22 | 2002-02-06 | Koninkl Philips Electronics Nv | Method and apparatus for signal receipt and acquisition |
US7028897B2 (en) | 2001-12-26 | 2006-04-18 | Vivotech, Inc. | Adaptor for magnetic stripe card reader |
DE60213193T2 (en) | 2002-01-11 | 2007-06-21 | Mitsubishi Electric Information Technology Centre Europe B.V. | A method for uplink predistortion for a MC-CDMA telecommunication system |
KR20040073592A (en) * | 2002-01-24 | 2004-08-19 | 마쯔시다덴기산교 가부시키가이샤 | Method of and system for power line carrier communications |
US7305020B2 (en) | 2002-02-04 | 2007-12-04 | Vizionware, Inc. | Method and system of reducing electromagnetic interference emissions |
US8325590B2 (en) | 2002-02-27 | 2012-12-04 | Apple Inc. | OFDM communications system |
CN1640033A (en) | 2002-03-08 | 2005-07-13 | 艾威尔公司 | Systems and methods for high rate OFDM communications |
US7450604B2 (en) | 2002-04-20 | 2008-11-11 | Conexant Systems, Inc. | Method and apparatus for establishing circuit connections over local area networks with frequency selective impairments |
US6711528B2 (en) | 2002-04-22 | 2004-03-23 | Harris Corporation | Blind source separation utilizing a spatial fourth order cumulant matrix pencil |
US6728517B2 (en) | 2002-04-22 | 2004-04-27 | Cognio, Inc. | Multiple-input multiple-output radio transceiver |
US7280604B2 (en) | 2002-04-22 | 2007-10-09 | Regents Of The University Of Minnesota | Space-time doppler coding schemes for time-selective wireless communication channels |
US7260054B2 (en) | 2002-05-30 | 2007-08-21 | Denso Corporation | SINR measurement method for OFDM communications systems |
US7631047B1 (en) * | 2002-06-24 | 2009-12-08 | At&T Intellectual Property I. L.P. | Systems and methods for providing critical information based on profile data |
US6895034B2 (en) | 2002-07-02 | 2005-05-17 | Pulse-Link, Inc. | Ultra-wideband pulse generation system and method |
CN1672349A (en) | 2002-07-25 | 2005-09-21 | 诺基亚有限公司 | Apparatus and method for improved performance in MC-CDMA radio telecommunication systems that use pulse-shaping filters |
US7289459B2 (en) | 2002-08-07 | 2007-10-30 | Motorola Inc. | Radio communication system with adaptive interleaver |
AU2003259435A1 (en) | 2002-08-30 | 2004-03-19 | Koninklijke Philips Electronics N.V. | Frequency-domain equalization for single carrier signals |
ATE377878T1 (en) | 2002-09-05 | 2007-11-15 | Mitsubishi Electric Inf Tech | MC-CDMA DOWNWARD BEAM FORMATION METHOD WHERE THE ANTENNA ELEMENT WEIGHTS ARE USER AND FREQUENCY INDIVIDUAL AND ADJUSTED TO MAXIMIZE THE SIGNAL INTERFERENCE AND NOISE RATIO |
US6953434B2 (en) * | 2002-09-24 | 2005-10-11 | Ge Medical Systems Global Technology Company, Llc | Method and apparatus to enhance ultrasound contrast imaging using stepped-chirp waveforms |
KR100456455B1 (en) | 2002-10-07 | 2004-11-09 | 한국전자통신연구원 | Channel transmission simbol generating system on multicarrier communication, and method therof |
KR100457188B1 (en) | 2002-10-07 | 2004-11-16 | 한국전자통신연구원 | Method and apparatus for mc/mc-ds dual-mode spreading for adaptive multicarrier code division multiple access system |
JP3891421B2 (en) | 2002-10-16 | 2007-03-14 | ソニー株式会社 | Electronic circuit, modulation method, and information processing apparatus and method |
AU2003287154A1 (en) * | 2002-10-17 | 2004-05-04 | Time Domain Corporation | Method and apparatus for generating rf waveforms having aggregate energy with desired spectral characteristics |
US7633518B2 (en) | 2002-10-25 | 2009-12-15 | Quantum Magnetics, Inc. | Object detection portal with video display overlay |
US7986742B2 (en) | 2002-10-25 | 2011-07-26 | Qualcomm Incorporated | Pilots for MIMO communication system |
US7317750B2 (en) | 2002-10-31 | 2008-01-08 | Lot 41 Acquisition Foundation, Llc | Orthogonal superposition coding for direct-sequence communications |
JP2004158901A (en) | 2002-11-01 | 2004-06-03 | Kddi Corp | Transmission apparatus, system, and method using ofdm and mc-cdma |
US7295637B2 (en) | 2002-11-04 | 2007-11-13 | Broadcom Corporation | Method and apparatus for diversity combining and co-channel interference suppression |
US7970279B2 (en) | 2002-11-05 | 2011-06-28 | Lightfleet Corporation | N-way serial-channel interconnect |
US7017047B2 (en) * | 2002-11-08 | 2006-03-21 | Nokia Corporation | Method for evaluating a profile for risk and/or reward |
KR100515496B1 (en) | 2002-12-23 | 2005-09-20 | 브이케이 주식회사 | Scrambling system of MC-CDMA and method thereof, its program storing recording medium |
JP4475377B2 (en) | 2002-12-27 | 2010-06-09 | 日本電気株式会社 | Wireless communication system, common key management server, and wireless terminal device |
US7574195B2 (en) | 2003-05-20 | 2009-08-11 | Qualcomm, Incorporated | Method and apparatus for communicating emergency information using wireless devices |
US7756002B2 (en) | 2003-01-30 | 2010-07-13 | Texas Instruments Incorporated | Time-frequency interleaved orthogonal frequency division multiplexing ultra wide band physical layer |
US7215660B2 (en) | 2003-02-14 | 2007-05-08 | Rearden Llc | Single transceiver architecture for a wireless network |
US7376101B2 (en) | 2003-02-20 | 2008-05-20 | Nec Laboratories America, Inc. | Secure candidate access router discovery method and system |
CA2515513A1 (en) * | 2003-02-25 | 2004-09-10 | Yokohama Tlo Company, Ltd. | Method of generating pulse waveform |
US7444170B2 (en) | 2003-03-24 | 2008-10-28 | Atc Technologies, Llc | Co-channel wireless communication methods and systems using nonsymmetrical alphabets |
US7203490B2 (en) | 2003-03-24 | 2007-04-10 | Atc Technologies, Llc | Satellite assisted push-to-send radioterminal systems and methods |
US7099678B2 (en) | 2003-04-10 | 2006-08-29 | Ipr Licensing, Inc. | System and method for transmit weight computation for vector beamforming radio communication |
US7310519B2 (en) * | 2003-04-22 | 2007-12-18 | Hitachi Communication Technologies, Ltd. | Wireless communication apparatus, wireless communication network and software upgrading method |
US7286603B2 (en) | 2003-05-01 | 2007-10-23 | Nokia Corporation | Method and apparatus for increasing data rates in a wideband MC-CDMA telecommunication system |
US7218693B2 (en) | 2003-05-08 | 2007-05-15 | Texas Instruments Incorporated | Method and apparatus for channel estimation in a packet based transmission system having reduced complexity |
US7254158B2 (en) | 2003-05-12 | 2007-08-07 | Qualcomm Incorporated | Soft handoff with interference cancellation in a wireless frequency hopping communication system |
AU2003902422A0 (en) | 2003-05-19 | 2003-06-05 | Intellirad Solutions Pty. Ltd | Access security system |
US20040252853A1 (en) | 2003-05-27 | 2004-12-16 | Blamey Peter J. | Oscillation suppression |
DE602004012250T2 (en) | 2003-05-28 | 2009-03-19 | Telefonaktiebolaget Lm Ericsson (Publ) | METHOD AND SYSTEM FOR WIRELESS COMMUNICATION NETWORKS WITH FORWARDING |
US7079870B2 (en) | 2003-06-09 | 2006-07-18 | Ipr Licensing, Inc. | Compensation techniques for group delay effects in transmit beamforming radio communication |
US7394865B2 (en) | 2003-06-25 | 2008-07-01 | Nokia Corporation | Signal constellations for multi-carrier systems |
US7539123B2 (en) | 2003-06-27 | 2009-05-26 | Intel Corporation | Subcarrier puncturing in communication systems |
US7602696B2 (en) | 2003-06-27 | 2009-10-13 | Intel Corporation | Adaptive guard intervals in OFDM systems |
WO2005006637A2 (en) | 2003-06-30 | 2005-01-20 | Nokia Corporation | Emulating system, apparatus, and method for emulating a radio channel |
JP3826905B2 (en) | 2003-07-09 | 2006-09-27 | ソニー株式会社 | Digital broadcast receiving apparatus and receiving method |
US7362829B2 (en) | 2003-07-18 | 2008-04-22 | Broadcom Corporation | Multi-band single-carrier modulation |
EP1499081A3 (en) | 2003-07-18 | 2007-01-03 | Broadcom Corporation | Multicarrier signal structure |
US7394858B2 (en) | 2003-08-08 | 2008-07-01 | Intel Corporation | Systems and methods for adaptive bit loading in a multiple antenna orthogonal frequency division multiplexed communication system |
US7505522B1 (en) | 2003-10-06 | 2009-03-17 | Staccato Communications, Inc. | Spectral shaping in multiband OFDM transmitter with clipping |
US7751509B1 (en) | 2003-10-06 | 2010-07-06 | Purdue Research Foundation | Method for multiple-access interference suppression for MC-CDMA by frequency domain oversampling |
JP3877215B2 (en) | 2003-10-10 | 2007-02-07 | 株式会社インテリジェント・コスモス研究機構 | Transmission device, communication system, and communication method |
US7242722B2 (en) | 2003-10-17 | 2007-07-10 | Motorola, Inc. | Method and apparatus for transmission and reception within an OFDM communication system |
US7366243B1 (en) | 2003-10-29 | 2008-04-29 | Itt Manufacturing Enterprises, Inc. | Methods and apparatus for transmitting non-contiguous spread spectrum signals for communications and navigation |
KR100876757B1 (en) | 2003-10-31 | 2009-01-07 | 삼성전자주식회사 | System and method for consturcting sub channel in a communication system |
KR100975720B1 (en) | 2003-11-13 | 2010-08-12 | 삼성전자주식회사 | Method and system for dynamic channel assignment and assignment of pilot channel in mimo-ofdm/ sdm system |
TWI237955B (en) | 2003-11-24 | 2005-08-11 | Ind Tech Res Inst | Apparatus of transmitter and receiver for MIMO MC-CDMA system |
US7453794B2 (en) | 2003-12-16 | 2008-11-18 | University Of Florida Research Foundation, Inc. | Channel estimation and synchronization with preamble using polyphase code |
US7352819B2 (en) | 2003-12-24 | 2008-04-01 | Intel Corporation | Multiantenna communications apparatus, methods, and system |
KR100534594B1 (en) | 2003-12-27 | 2005-12-07 | 한국전자통신연구원 | Method for Adaptive Downlink Packet Transmission in a Multicarrier CDMA System |
KR100564601B1 (en) | 2003-12-29 | 2006-03-28 | 삼성전자주식회사 | The detecting method for echo in frequency domain and equalizer using the detecting method. |
US7123580B2 (en) | 2004-01-16 | 2006-10-17 | Nokia Corporation | Multiple user adaptive modulation scheme for MC-CDMA |
US7263333B2 (en) | 2004-01-28 | 2007-08-28 | Harris Corporation | Wireless ultra wideband network having frequency bin transmission level setting and related methods |
WO2005076994A2 (en) | 2004-02-06 | 2005-08-25 | Alereon, Inc. | Method and system for a scalable radio architecture |
TWI264194B (en) | 2004-02-06 | 2006-10-11 | Univ Nat Chiao Tung | Framework and method for multiple-input multiple-output (MIMO) multi-carrier code division multiple access communication system |
US7564906B2 (en) | 2004-02-17 | 2009-07-21 | Nokia Siemens Networks Oy | OFDM transceiver structure with time-domain scrambling |
EP1566938A1 (en) * | 2004-02-18 | 2005-08-24 | Sony International (Europe) GmbH | Device registration in a wireless multi-hop ad-hoc network |
KR100651454B1 (en) | 2004-03-05 | 2006-11-29 | 삼성전자주식회사 | Method for allocating a subchannel in an orthogonal frequency division multiple access cellular communication system |
US7483493B2 (en) | 2004-03-10 | 2009-01-27 | New Jersey Institute Of Technology | Combined frequency-time domain power adaptation for CDMA communication systems |
US20070197261A1 (en) | 2004-03-19 | 2007-08-23 | Humbel Roger M | Mobile Telephone All In One Remote Key Or Software Regulating Card For Radio Bicycle Locks, Cars, Houses, And Rfid Tags, With Authorisation And Payment Function |
US7706350B2 (en) | 2004-03-19 | 2010-04-27 | Qualcomm Incorporated | Methods and apparatus for flexible spectrum allocation in communication systems |
US7418053B2 (en) | 2004-07-30 | 2008-08-26 | Rearden, Llc | System and method for distributed input-distributed output wireless communications |
US20050232336A1 (en) | 2004-04-20 | 2005-10-20 | Jaiganesh Balakrishnan | Versatile system for signal shaping in ultra-wideband communications |
KR100621432B1 (en) | 2004-04-21 | 2006-09-08 | 삼성전자주식회사 | Apparatus for channel estimations for mitigating inter-cell interference in multiple transmit and multiple receive antennas-orthogonal frequency division multiplexing cellular system and method thereof |
US7835454B2 (en) | 2004-04-30 | 2010-11-16 | Analog Devices, B.V. | Multicarrier modulation systems |
EP1745571B1 (en) | 2004-05-01 | 2017-02-22 | Callahan Cellular L.L.C. | Methods and apparatus for multi-carrier communications with variable channel bandwidth |
US8923785B2 (en) | 2004-05-07 | 2014-12-30 | Qualcomm Incorporated | Continuous beamforming for a MIMO-OFDM system |
US7089033B2 (en) | 2004-05-17 | 2006-08-08 | Nokia Corporation | Mobile terminal having UWB and cellular capability |
US7620096B2 (en) | 2004-05-25 | 2009-11-17 | New Jersey Institute Of Technology | Equal BER power control for uplink MC-CDMA with MMSE successive interference cancellation |
KR20120060893A (en) | 2004-06-07 | 2012-06-12 | 노오텔 네트웍스 리미티드 | Handoffs and handoff selection in a wireless access network |
US7327777B2 (en) | 2004-06-17 | 2008-02-05 | General Dynamics Corporation | Method and apparatus for distributed polyphase spread spectrum communications |
US7289972B2 (en) | 2004-06-25 | 2007-10-30 | Virginia Tech Intellectual Properties, Inc. | Cognitive radio engine based on genetic algorithms in a network |
JP4321455B2 (en) | 2004-06-29 | 2009-08-26 | ソニー株式会社 | Situation recognition device and system |
GB0415447D0 (en) | 2004-07-09 | 2004-08-11 | Tiger Telematics Inc | Portable electronic device |
JP2006033083A (en) | 2004-07-12 | 2006-02-02 | Oki Electric Ind Co Ltd | Ofdm transmission system |
US8385296B2 (en) | 2004-07-22 | 2013-02-26 | Industry Academic Cooperation Foundation Of Kyunghee University | Multi-carrier CDMA transmitting device and method using block-based multi-carrier spreading |
US7315278B1 (en) | 2004-07-30 | 2008-01-01 | Novariant, Inc. | Multiple frequency antenna structures and methods for receiving navigation or ranging signals |
US8484272B2 (en) | 2004-08-20 | 2013-07-09 | Qualcomm Incorporated | Unified pulse shaping for multi-carrier and single-carrier waveforms |
US7623658B2 (en) | 2004-08-23 | 2009-11-24 | Broadcom Corporation | Method and system for implementing the A5/3 encryption algorithm for GSM and EDGE compliant handsets |
US20060045196A1 (en) | 2004-09-02 | 2006-03-02 | Tony Reid | Reduced state sequence estimator using multi-dimensional set partitioning |
WO2006080623A1 (en) * | 2004-09-22 | 2006-08-03 | Samsung Electronics Co., Ltd. | Method and apparatus for managing communication security in wireless network |
US7804912B2 (en) | 2004-09-23 | 2010-09-28 | Motorola, Inc. | Method and apparatus for encryption of over-the-air communications in a wireless communication system |
US20060084444A1 (en) | 2004-10-20 | 2006-04-20 | Nokia Corporation | System and method utilizing a cognitive transceiver for ad hoc networking |
US20060165100A1 (en) * | 2004-10-22 | 2006-07-27 | Leping Huang | Wireless location privacy |
US7539241B1 (en) * | 2004-10-22 | 2009-05-26 | Xilinx, Inc. | Packet detector for a communication system |
WO2006045151A1 (en) | 2004-10-26 | 2006-05-04 | Transurban Limited | Transaction system and method |
US7684761B2 (en) | 2004-11-04 | 2010-03-23 | Nokia Corporation | Closed-loop signalling method for controlling multiple transmit beams and correspondingly adapted transceiver devices |
WO2006062428A1 (en) | 2004-11-29 | 2006-06-15 | Intel Corporation | Method and system for multicarrier communication between a base station and subscribers of different bandwidths |
US7428268B2 (en) | 2004-12-07 | 2008-09-23 | Adaptix, Inc. | Cooperative MIMO in multicell wireless networks |
US7454175B2 (en) | 2004-12-07 | 2008-11-18 | Atc Technologies, Llc | Broadband wireless communications systems and methods using multiple non-contiguous frequency bands/segments |
US20060133633A1 (en) * | 2004-12-17 | 2006-06-22 | Nokia Corporation | Mobile telephone with metal sensor |
US8831115B2 (en) | 2004-12-22 | 2014-09-09 | Qualcomm Incorporated | MC-CDMA multiplexing in an orthogonal uplink |
EP2701355B1 (en) | 2004-12-27 | 2016-05-11 | Samsung Electronics Co., Ltd | Method and apparatus for transmitting/receiving a signal in an ffh-ofdm communication system |
US20060159260A1 (en) * | 2005-01-14 | 2006-07-20 | Eaton Corporation | Method and communication system employing secure key exchange for encoding and decoding messages between nodes of a communication network |
TWI264885B (en) | 2005-01-21 | 2006-10-21 | Ind Tech Res Inst | UWB transceiver, transmitter, receiver, the communication device and network using the same and its method |
US7542454B2 (en) | 2005-01-21 | 2009-06-02 | Intel Corporation | MIMO channel feedback protocols |
US7372890B2 (en) | 2005-01-28 | 2008-05-13 | Texas Instruments Incorporated | Methods and systems for detecting and mitigating interference for a wireless device |
US7627341B2 (en) | 2005-01-31 | 2009-12-01 | Microsoft Corporation | User authentication via a mobile telephone |
US20060176966A1 (en) | 2005-02-07 | 2006-08-10 | Stewart Kenneth A | Variable cyclic prefix in mixed-mode wireless communication systems |
US7466960B2 (en) | 2005-02-08 | 2008-12-16 | Cisco Technology, Inc. | Cognitive spectrum analysis and information display techniques |
US7809336B2 (en) | 2005-03-07 | 2010-10-05 | Qualcomm Incorporated | Rate selection for a quasi-orthogonal communication system |
US7616704B2 (en) | 2005-03-08 | 2009-11-10 | Intel Corporation | Broadband multicarrier transmitter with subchannel frequency diversity for transmitting a plurality of spatial streams |
US7587171B2 (en) | 2005-03-09 | 2009-09-08 | Atc Technologies, Llc | Reducing interference in a wireless communications signal in the frequency domain |
US20060203758A1 (en) | 2005-03-11 | 2006-09-14 | Samsung Electronics Co., Ltd. | Mobile terminal for relaying multimedia data to an external display device |
US20070032890A1 (en) | 2005-03-21 | 2007-02-08 | The Board Of Regents For Oklahoma State University | Method and apparatus for robust vibration suppression |
JP4604800B2 (en) | 2005-04-01 | 2011-01-05 | ソニー株式会社 | Wireless communication apparatus and wireless communication method |
JP4445554B2 (en) | 2005-04-14 | 2010-04-07 | パナソニック株式会社 | Wireless communication system and wireless communication method |
WO2006114932A1 (en) | 2005-04-18 | 2006-11-02 | Sharp Kabushiki Kaisha | Wireless communication apparatus and wireless communication method |
US9036538B2 (en) | 2005-04-19 | 2015-05-19 | Qualcomm Incorporated | Frequency hopping design for single carrier FDMA systems |
KR101100199B1 (en) | 2005-05-02 | 2011-12-28 | 엘지전자 주식회사 | method of band limiting for IFDMA commnuication system |
US7660289B2 (en) | 2005-05-09 | 2010-02-09 | Intel Corporation | System, apparatus and method of varying channel bandwidth |
US8363577B2 (en) | 2005-05-13 | 2013-01-29 | Qualcomm Incorporated | Low complexity beamforming for multiple antenna systems |
US7949032B1 (en) | 2005-05-16 | 2011-05-24 | Frost Edward G | Methods and apparatus for masking and securing communications transmissions |
US7680211B1 (en) | 2005-05-18 | 2010-03-16 | Urbain A. von der Embse | MIMO maximum-likelihood space-time architecture |
US7564822B2 (en) | 2005-05-19 | 2009-07-21 | Alcatel-Lucent Usa Inc. | Method of reverse link transmission in a wireless network using code and frequency multiplexing |
US7548577B2 (en) | 2005-06-06 | 2009-06-16 | Interdigital Technology Corporation | Frequency domain joint detection for wireless communication systems |
US7583766B2 (en) | 2005-06-10 | 2009-09-01 | Nokia Corporation | System, and associated method, for utilizing block BLAST with PPIC in a MIMO multicode MC-CDMA system |
WO2006134527A1 (en) | 2005-06-16 | 2006-12-21 | Koninklijke Philips Electronics N.V. | Ofdm receiver with csi based llr metrics |
KR100981552B1 (en) | 2005-06-21 | 2010-09-10 | 삼성전자주식회사 | Apparatus and method for transmitting/receiving uplink pilot in frequency division multiple access system |
US8233554B2 (en) | 2010-03-29 | 2012-07-31 | Eices Research, Inc. | Increased capacity communications for OFDM-based wireless communications systems/methods/devices |
US7876845B2 (en) | 2005-06-22 | 2011-01-25 | Eices Research, Inc. | Wireless communications systems and/or methods providing low interference, high privacy and/or cognitive flexibility |
WO2007001707A2 (en) | 2005-06-22 | 2007-01-04 | Eices Research, Inc. | Systems, methods, devices and/or computer program products for providing communications devoid of cyclostationary features |
US8462860B2 (en) | 2008-07-07 | 2013-06-11 | Eices Research, Inc. | Increased capacity communications systems, methods and/or devices |
US8670493B2 (en) | 2005-06-22 | 2014-03-11 | Eices Research, Inc. | Systems and/or methods of increased privacy wireless communications |
US7970345B2 (en) | 2005-06-22 | 2011-06-28 | Atc Technologies, Llc | Systems and methods of waveform and/or information splitting for wireless transmission of information to one or more radioterminals over a plurality of transmission paths and/or system elements |
US7912135B2 (en) | 2005-06-22 | 2011-03-22 | Samsung Electronics Co., Ltd. | Method and transmission apparatus for allocating resources to transmit uplink packet data in an orthogonal frequency division multiplexing system |
US20070004465A1 (en) | 2005-06-29 | 2007-01-04 | Aris Papasakellariou | Pilot Channel Design for Communication Systems |
CN101218800A (en) * | 2005-07-07 | 2008-07-09 | 艾利森电话股份有限公司 | Method and arrangement for authentication and privacy |
US7508842B2 (en) | 2005-08-18 | 2009-03-24 | Motorola, Inc. | Method and apparatus for pilot signal transmission |
FI122050B (en) * | 2005-09-15 | 2011-07-29 | Network Services Finland Oy | Wireless local area network, adapter unit and facility |
WO2007038281A2 (en) | 2005-09-23 | 2007-04-05 | Ramesh Balwani | Local area wireless airspace management |
US8139672B2 (en) * | 2005-09-23 | 2012-03-20 | Qualcomm Incorporated | Method and apparatus for pilot communication in a multi-antenna wireless communication system |
WO2007043045A2 (en) | 2005-10-10 | 2007-04-19 | Nds Limited | Method and system for block cipher encryption |
KR100695462B1 (en) | 2005-12-10 | 2007-03-16 | 한국전자통신연구원 | Methods for frequency domain spreading code allocation in base station of MC-CDMA communication system |
JP4940437B2 (en) | 2005-12-19 | 2012-05-30 | エスティー‐エリクソン、ソシエテ、アノニム | Receiver with chip level equalization |
KR100746875B1 (en) | 2006-01-13 | 2007-08-07 | 삼성전자주식회사 | Method and apparatus for changing operation mode in dual mode terminal |
JP4504317B2 (en) | 2006-01-17 | 2010-07-14 | 学校法人同志社 | MC-CDMA system, transmitter and receiver |
US7304603B2 (en) * | 2006-02-17 | 2007-12-04 | Science, Engineering And Technology Associates Corporation | Radar apparatus and processing method for detecting human carried explosive devices |
US7974176B2 (en) | 2006-02-28 | 2011-07-05 | Atc Technologies, Llc | Systems, methods and transceivers for wireless communications over discontiguous spectrum segments |
US7417509B2 (en) | 2006-03-03 | 2008-08-26 | Linear Technology Corporation | Spread spectrum modulation of a clock signal for reduction of electromagnetic interference |
US7822644B2 (en) | 2006-03-21 | 2010-10-26 | Motorola Mobility, Inc. | Methods and devices for establshing and processing payment rules for mobile commerce |
US20070238475A1 (en) * | 2006-03-30 | 2007-10-11 | Goedken Terrance J | Wireless communications device with priority list |
US8077780B2 (en) | 2006-04-17 | 2011-12-13 | Linex Technologies, Inc. | Power control in a multicarrier communications system |
US20070248194A1 (en) | 2006-04-19 | 2007-10-25 | Wei Lu | Method of detecting a predetermined sequence in an RF signal using a combination of correlation and FFT |
US20070265984A1 (en) | 2006-04-24 | 2007-11-15 | Prakash Santhana | Financial transaction using mobile devices |
US7516884B2 (en) | 2006-05-03 | 2009-04-14 | International Business Machines Corporation | Method and system for private information exchange in smart card commerce |
US20070271606A1 (en) * | 2006-05-17 | 2007-11-22 | Amann Keith R | Apparatus and method for establishing a VPN tunnel between a wireless device and a LAN |
EP1863209A1 (en) | 2006-06-02 | 2007-12-05 | Alcatel Lucent | Channel quality reporting in an orthogonal frequency division multiplexing system |
US20070285280A1 (en) | 2006-06-07 | 2007-12-13 | Rent-A-Toll, Ltd. | Providing toll services utilizing a cellular device |
US9177314B2 (en) | 2006-08-14 | 2015-11-03 | Chijioke Chukwuemeka UZO | Method of making secure electronic payments using communications devices and biometric data |
JP4961909B2 (en) | 2006-09-01 | 2012-06-27 | ソニー株式会社 | Cryptographic processing apparatus, cryptographic processing method, and computer program |
DE102006043411B4 (en) | 2006-09-15 | 2009-11-12 | Innovationszentrum für Telekommunikationstechnik GmbH IZT | Concept for the realistic simulation of a frequency spectrum |
US8014457B2 (en) | 2006-10-31 | 2011-09-06 | Freescale Semiconductor, Inc. | Method of providing a data signal for channel estimation and circuit thereof |
US8208873B2 (en) | 2006-11-10 | 2012-06-26 | Powerwave Cognition, Inc. | Method and apparatus for adjusting waveform parameters for an adaptive air interface waveform |
US8006002B2 (en) | 2006-12-12 | 2011-08-23 | Apple Inc. | Methods and systems for automatic configuration of peripherals |
US7979026B2 (en) | 2006-12-19 | 2011-07-12 | Broadcom Corporation | System and method for using a single antenna for active and passive radio functions |
TWI543644B (en) * | 2006-12-27 | 2016-07-21 | 無線創新信號信託公司 | Method and apparatus for base station self-configuration |
FI20075083A0 (en) | 2007-02-06 | 2007-02-06 | Nokia Corp | Detection Method and Device for Multi-Flow MIMO |
US8223677B2 (en) | 2007-02-20 | 2012-07-17 | Embarq Holdings Company, Llc | System and method for managing radio systems |
US8374634B2 (en) | 2007-03-16 | 2013-02-12 | Finsphere Corporation | System and method for automated analysis comparing a wireless device location with another geographic location |
US20080306868A1 (en) | 2007-06-07 | 2008-12-11 | Rent-A-Toll, Ltd. | Unlimited toll utilization |
US20090023474A1 (en) | 2007-07-18 | 2009-01-22 | Motorola, Inc. | Token-based dynamic authorization management of rfid systems |
US7953579B2 (en) | 2007-08-30 | 2011-05-31 | Micron Technology, Inc. | Jittery signal generation with discrete-time filtering |
US8279746B2 (en) | 2007-10-04 | 2012-10-02 | Mediatek Inc. | Apparatus and method for performing a scan procedure and mobile station comprising the same |
EP2053531B1 (en) * | 2007-10-25 | 2014-07-30 | BlackBerry Limited | Authentication certificate management for access to a wireless communication device |
US20090168730A1 (en) | 2007-10-29 | 2009-07-02 | Motorola, Inc. | Pilot Signal Allocation Method and Apparatus |
US7912629B2 (en) | 2007-11-30 | 2011-03-22 | Nokia Corporation | Methods, apparatuses, and computer program products for traffic data aggregation using virtual trip lines and a combination of location and time based measurement triggers in GPS-enabled mobile handsets |
KR20090063303A (en) * | 2007-12-14 | 2009-06-18 | 삼성전자주식회사 | Pen type portable wireless terminal |
US20090169070A1 (en) | 2007-12-28 | 2009-07-02 | Apple Inc. | Control of electronic device by using a person's fingerprints |
US7965799B2 (en) * | 2008-02-25 | 2011-06-21 | Xilinx, Inc. | Block boundary detection for a wireless communication system |
CN102017439A (en) | 2008-04-25 | 2011-04-13 | 美国博通公司 | Method and system for predicting channel quality index values for maximum likelihood detection |
US8051462B2 (en) * | 2008-05-09 | 2011-11-01 | International Business Machines Corporation | Secure communication modes in a virtual universe |
WO2010011747A1 (en) * | 2008-07-22 | 2010-01-28 | New Jersey Institute Of Technology | System and method for protecting user privacy using social inference protection techniques |
WO2010015104A1 (en) | 2008-08-04 | 2010-02-11 | Nxp B.V. | Iterative channel estimation method and apparatus for ici cancellation in multi-carrier systems |
CN101651641A (en) | 2008-08-13 | 2010-02-17 | 中兴通讯股份有限公司 | Circuit device and method for matched filtering in baseband processing system of terminal equipment |
US8913672B2 (en) * | 2008-09-12 | 2014-12-16 | Qualcomm Incorporated | Efficiently identifying system waveform in uplink transmission |
US9462411B2 (en) | 2008-11-04 | 2016-10-04 | Telcom Ventures, Llc | Mobile device mode enablement responsive to a proximity criterion |
US8223735B2 (en) | 2008-12-16 | 2012-07-17 | Cisco Technology, Inc. | Multi-carrier code division multiple access beamforming |
US8185931B1 (en) * | 2008-12-19 | 2012-05-22 | Quantcast Corporation | Method and system for preserving privacy related to networked media consumption activities |
US8406276B2 (en) | 2008-12-29 | 2013-03-26 | Harris Corporation | Communications system employing orthogonal chaotic spreading codes |
US9571326B2 (en) * | 2009-03-05 | 2017-02-14 | SeeScan, Inc. | Method and apparatus for high-speed data transfer employing self-synchronizing quadrature amplitude modulation |
US20110080877A1 (en) | 2009-10-05 | 2011-04-07 | Nokia Corporation | Variable single carrier frequency division multiple access (SC-FDMA) coding |
US20110197740A1 (en) | 2010-02-16 | 2011-08-18 | Chang Donald C D | Novel Karaoke and Multi-Channel Data Recording / Transmission Techniques via Wavefront Multiplexing and Demultiplexing |
US20110219423A1 (en) * | 2010-03-05 | 2011-09-08 | Nokia Corporation | Method and apparatus for triggering user communications based on privacy information |
US9443071B2 (en) * | 2010-06-18 | 2016-09-13 | At&T Intellectual Property I, L.P. | Proximity based device security |
WO2012027708A2 (en) * | 2010-08-27 | 2012-03-01 | Wherepro, Llc | Operation of a computing device involving wireless tokens |
US20120057651A1 (en) * | 2010-09-08 | 2012-03-08 | Electronics And Telecommunications Research Institute | Transmission apparatus and method |
US20130156218A1 (en) * | 2011-12-16 | 2013-06-20 | William R. Annacone | Enclosure System With Acoustic Element |
US8646060B1 (en) * | 2013-07-30 | 2014-02-04 | Mourad Ben Ayed | Method for adaptive authentication using a mobile device |
-
2011
- 2011-01-21 US US13/011,451 patent/US8670493B2/en active Active
-
2013
- 2013-02-28 US US13/780,480 patent/US8576940B2/en active Active
- 2013-10-31 US US14/068,138 patent/US8660169B1/en active Active
-
2014
- 2014-02-24 US US14/187,899 patent/US8811502B2/en active Active
- 2014-05-27 US US14/287,429 patent/US8879606B2/en active Active
- 2014-05-27 US US14/287,473 patent/US8855230B1/en active Active
- 2014-08-11 US US14/456,649 patent/US9332429B2/en active Active
- 2014-10-01 US US14/504,027 patent/US9185553B2/en active Active
-
2015
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Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020126741A1 (en) * | 2000-12-29 | 2002-09-12 | Motorola Inc. | Method and system for transmission and frequency domain equalization for wideband CDMA system |
US20030231714A1 (en) * | 2002-03-29 | 2003-12-18 | Kjeldsen Erik H. | System and method for orthogonally multiplexed signal transmission and reception |
US7346125B2 (en) * | 2002-04-23 | 2008-03-18 | Raytheon Company | Method and device for pulse shaping QPSK signals |
US20090279422A1 (en) * | 2005-10-20 | 2009-11-12 | Trellis Phase Communications, Lp | Single sideband and quadrature multiplexed continuous phase modulation |
US20080152050A1 (en) * | 2006-12-20 | 2008-06-26 | Katsumi Watanabe | Radio Communication Device |
US20110143700A1 (en) * | 2008-05-30 | 2011-06-16 | Fundacio Centre Techologic De Telecommunicacions De Catalunya | Signal processing device and method for detecting and locating spectral shapes |
US20120099679A1 (en) * | 2009-06-12 | 2012-04-26 | Tokyo Institute Of Technology | Receiving apparatus and receiving method |
US20120230449A1 (en) * | 2009-11-09 | 2012-09-13 | Nec Corporation | Wireless sending apparatus, wireless sending method, storage medium and baseband circuit |
US20130308733A1 (en) * | 2011-02-03 | 2013-11-21 | Sharp Kabushiki Kaisha | Receiver apparatus, reception method, communication system, and communication method |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9524428B2 (en) * | 2014-04-28 | 2016-12-20 | Lenovo (Singapore) Pte. Ltd. | Automated handwriting input for entry fields |
US20150347364A1 (en) * | 2014-06-03 | 2015-12-03 | Lenovo (Singapore) Pte. Ltd. | Highlighting input area based on user input |
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US8811502B2 (en) | 2014-08-19 |
US20110123028A1 (en) | 2011-05-26 |
US20150163670A1 (en) | 2015-06-11 |
US8855230B1 (en) | 2014-10-07 |
US8879606B2 (en) | 2014-11-04 |
US20140056341A1 (en) | 2014-02-27 |
US20140348211A1 (en) | 2014-11-27 |
US20140269845A1 (en) | 2014-09-18 |
US9185553B2 (en) | 2015-11-10 |
US8660169B1 (en) | 2014-02-25 |
US8576940B2 (en) | 2013-11-05 |
US20140171030A1 (en) | 2014-06-19 |
US8670493B2 (en) | 2014-03-11 |
US9332429B2 (en) | 2016-05-03 |
US9392451B2 (en) | 2016-07-12 |
US20150118998A1 (en) | 2015-04-30 |
US20130235950A1 (en) | 2013-09-12 |
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