US20180337700A1 - Passive intermodulation cancellation - Google Patents
Passive intermodulation cancellation Download PDFInfo
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- US20180337700A1 US20180337700A1 US15/598,613 US201715598613A US2018337700A1 US 20180337700 A1 US20180337700 A1 US 20180337700A1 US 201715598613 A US201715598613 A US 201715598613A US 2018337700 A1 US2018337700 A1 US 2018337700A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/06—Receivers
- H04B1/10—Means associated with receiver for limiting or suppressing noise or interference
- H04B1/12—Neutralising, balancing, or compensation arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/06—Receivers
- H04B1/10—Means associated with receiver for limiting or suppressing noise or interference
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/02—Transmitters
- H04B1/04—Circuits
- H04B1/0475—Circuits with means for limiting noise, interference or distortion
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/38—Transceivers, i.e. devices in which transmitter and receiver form a structural unit and in which at least one part is used for functions of transmitting and receiving
- H04B1/40—Circuits
- H04B1/50—Circuits using different frequencies for the two directions of communication
- H04B1/52—Hybrid arrangements, i.e. arrangements for transition from single-path two-direction transmission to single-direction transmission on each of two paths or vice versa
- H04B1/525—Hybrid arrangements, i.e. arrangements for transition from single-path two-direction transmission to single-direction transmission on each of two paths or vice versa with means for reducing leakage of transmitter signal into the receiver
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/14—Two-way operation using the same type of signal, i.e. duplex
- H04L5/1423—Two-way operation using the same type of signal, i.e. duplex for simultaneous baseband signals
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L7/00—Arrangements for synchronising receiver with transmitter
- H04L7/0079—Receiver details
- H04L7/0087—Preprocessing of received signal for synchronisation, e.g. by code conversion, pulse generation or edge detection
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/02—Terminal devices
Definitions
- This invention relates to enhancement of a received signal to remove distortion components of a transmitted signal, and more particularly to cancellation of intermodulation distortion in a radio-frequency transceiver.
- Some communication systems provide the capability of transmitting and receiving at the same time.
- a transceiver may transmit in one radio frequency band while receiving in another radio frequency band.
- Some such systems are referred to as frequency-division duplex (FDD) systems.
- FDD frequency-division duplex
- the transmitted signal may not interfere significantly with the received signal.
- some of the transmitted signal may nevertheless “leak” into the received signal.
- the level of such leakage may be low, the error rate of information decoded from the received signal may be adversely affected. There is therefore a need to mitigate the effect of such leakage to improve characteristics of the communication system.
- a received signal is enhanced by removing distortion components of a concurrently transmitted signal.
- the received signal is acquired in a receive frequency band concurrently with transmission of a transmit signal in a transmit frequency band.
- the received signal includes a distortion component of the transmit signal.
- a representation of the transmit signal is processed using a non-linear predictor to output a distortion signal representing predicted distortion components in the received signal.
- the received signal is enhanced using the distortion signal by removing the predicted distortion components from the received signal corresponding to the distortion signal.
- a received signal is enhanced by removing distortion components of a concurrently transmitted signal.
- a reference signal corresponding to a transmit signal transmitted in a radio frequency transmission band is received.
- the received signal includes a distortion component of the transmit signal.
- the transmit frequency band and the receive frequency band are non-overlapping bands.
- the reference signal is upsampled to yield an upsampled reference signal
- the received signal is upsampled to yield an upsampled received signal.
- the upsampled reference signal and the upsampled received signal have a same sampling rate.
- a relative frequency between the upsampled reference signal and the upsampled received signal matches a relative frequency between the transmit frequency band and the receive frequency band.
- the upsampled reference signal is passed to a configurable predictor configured with predictor parameters.
- the configurable predictor provides an upsampled distortion signal determined from the upsampled reference signal as input.
- the upsampled distortion signal is downsampled to yield a distortion signal.
- the received signal is enhanced using the distortion signal by removing components from the received signal corresponding to the distortion signal.
- the upsampled distortion signal and the upsampled received signal are correlated to determine a relative delay.
- Upsampling the transmit signal includes synchronizing the upsampled reference signal according to the relative delay.
- the parameters for the predictor are estimated using the upsampled reference signal and the upsampled received signal.
- a received signal is enhanced by removing distortion components of a concurrently transmitted signal.
- the received signal is acquired in a reception frequency band concurrently with transmission of a transmit signal in a transmission frequency band.
- the received signal includes a distortion component of the transmit signal.
- a reference signal representing the transmit signal is processed using a non-linear predictor to output a distortion signal comprising a predicted distortion component corresponding to the transmit signal.
- the received signal is enhanced to yield an enhanced received signal using the distortion signal by removing at least some of the distortion components of the transmit signal from the received signal according to the predicted distortion component.
- the enhanced received signal is provided, for example, for further processing of information encoded in the received signal.
- aspects may include one or more of the following features.
- the reference signal is provided for causing transmission of the transmit signal in the transmit frequency band via transmission circuitry.
- the received signal is received via first receiving circuitry that is coupled to or that shares elements with the transmission circuitry.
- the transmission circuitry and the first receiving circuitry share passive elements, which may introduce non-linear distortion components (e.g., intermodulation components) of the transmit signal into the received signal.
- non-linear distortion components e.g., intermodulation components
- the reference signal is received via second receiving circuitry based on a propagation of the transmit signal, for example, from a distant transmitter.
- the reference signal is upsampled to yield an upsampled transmit signal at an upsampled sampling rate such that the transmit frequency band corresponds to an upsampled transmit band in the upsampled transmit signal.
- the upsampled transmit signal is passed to a configurable predictor configured with predictor parameters.
- the configurable predictor provides an upsampled distortion signal determined from the upsampled transmit signal as input.
- the upsampled distortion signal is downsampled to yield the distortion signal retaining a part of the upsampled signal in an upsampled receiving band corresponding to the reception frequency band, where the upsampled receiving band is distinct from the upsampled transmit band.
- the distortion signal is subtracted from the received signal.
- the received signal is upsampled to yield an upsampled received signal at the upsampled sampling rate.
- the reception frequency band corresponds to an upsampled reception band in the upsampled received signal, and the upsampled reception band and the upsampled transmit band in the upsampled transmit and received signals have a same frequency relationship (e.g., frequency offset) as the transmit frequency band and the receive frequency band.
- Upsampling the received signal includes introducing a time delay for the upsampled transmit signal relative to the upsampled received signal.
- a correlation time between the distortion signal and the received signal is determined, and the time delay for the upsampled received signal is set according to the correlation time.
- the reference signal is processed using a non-linear predictor by passing the upsampled transmit signal to a predictor to yield an upsampled distortion signal and the correlation time is determined according to a correlation time between the upsampled distortion signal and the upsampled received signal.
- the reference signal is processed using a non-linear predictor by passing the upsampled transmit signal to a configurable predictor configured with predictor parameters.
- An upsampled distortion signal is accepted from the configurable predictor, and downsampled retaining the upsampled reception band to yield the distortion signal.
- the predictor parameters are determined by setting the parameters to predict the upsampled received signal from the upsampled transmit signal.
- the non-linear predictor comprises a time domain non-linear function (e.g., a memory polynomial) that yields each time sample of the upsampled distortion signal as a function of multiple time samples of the upsampled transmit signal.
- a time domain non-linear function e.g., a memory polynomial
- a signal processing apparatus is used with a transceiver to enhance a received signal based on a signal received at the transceiver in a reception band to remove distortion components of a concurrently transmitted signal transmitted in a transmission band.
- the apparatus includes a synchronizer configured to accept a reference signal representing a transmit signal and a received signal, and to provide an upsampled transmit signal and an upsampled received signal each sampled at a same sampling rate such that a frequency relationship between the transmission band and the reception band corresponds to a frequency relationship between the upsampled transmit signal and the upsampled received signal.
- the synchronizer is further configured to apply a delay to synchronize the upsampled received signal and the upsampled transmit signal.
- the apparatus also includes a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- a non-transitory computer readable medium has a data structure stored thereon.
- This data structure is operated upon by a program that is executable on a computer system to perform a portion of a process to fabricate an integrated circuit including circuitry described by the data structure.
- the circuitry described in the data structure includes a signal processor for use with a transceiver to enhance a received signal based on a signal received at the transceiver in a reception band to remove distortion components of a concurrently transmitted signal transmitted in a transmission band.
- the signal processor includes a synchronizer configured to accept a reference signal representing a transmit signal and a received signal, and to provide an upsampled transmit signal and an upsampled received signal each of which sampled at a same sampling rate such that a frequency relationship between the transmission band and the reception band corresponds to a frequency relationship between the upsampled transmit signal and the upsampled received signal, wherein the synchronizer is further configured to apply a delay to synchronize the upsampled received signal and the upsampled transmit signal.
- the signal processor also includes a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- One or more aspects provide a technical improvement by enhancing a received signal, which in turn can improve signal-to-noise ratio, reduce error rate in decoding information encoded in the received signal, and/or increase the information rate that can be achieved via the received signal.
- This improvement is described herein primarily in the context of radio frequency communication (e.g., in a frequency-division duplex system), however it should be understood that similar techniques may be applied in other domains (e.g., optical or acoustic) where distortion components of a transmitted signal “leak” into a received signal.
- FIG. 1 is a block diagram of a transceiver that incorporates intermodulation distortion cancellation.
- FIG. 2 is a series of frequency domain schematic drawings showing signal components of signals referenced in FIG. 1 .
- FIG. 3 is a flowchart of a synchronization procedure.
- FIG. 4 is a block diagram of a receiver section that incorporates distortion cancellation from another transmitter.
- FIG. 5 is a frequency domain plot of a received signal prior to and after distortion cancellation.
- FIG. 6 is a constellation plot of the received signal prior to and after distortion cancellation.
- a transceiver includes a radio frequency (RF) section 150 that receives a digital sampled transmission signal ⁇ tilde over (x) ⁇ and provides a digital sampled receive signal ⁇ tilde over (y) ⁇ , each of these sampled signals being sampled at a sufficient sampling rate for the respective transmit and receive bandwidths.
- the transmission signal may include separate frequency multiplexed downlink channels for communicating with different terminals, and similarly, the receive signal may include multiple uplink channels transmitted from different terminals.
- the transmit signal ⁇ tilde over (x) ⁇ passes through a digital-to-analog converter (DAC) 151 and analog transmit circuitry 152 , which outputs a radio frequency signal with the transmit signal modulated to a radio frequency transmission band.
- DAC digital-to-analog converter
- This signal passes via a duplexer 153 to a signal path 161 to an antenna 162 for emission over the air.
- the antenna 162 also receives signals over the air in a radio frequency reception band that is different than the radio frequency transmission band, and this signal passes via the signal path 161 and duplexer 153 to analog receive circuitry 154 which passes an analog signal to an analog-to-digital converter (ADC) 155 , which produces the digital receive signal ⁇ tilde over (y) ⁇ .
- ADC analog-to-digital converter
- the analog transmit circuitry generally has non-linear transfer characteristics, and as a result there may be “leakage” of signals outside the specified transmission band. This leakage may be mitigated using an optional predistorter 120 , which accepts a desired transmission signal x, and digitally predistorts it, generally, with the goals of achieving an overall linear response within the specified transmission band and minimizing energy outside the specified transmission band, for example, to avoid interference with other transmitters using adjacent transmission bands.
- An example of a digital predistortion approach is described in U.S. Pat. No. 9,590,668, issued on Mar. 7, 2017, which is incorporated herein by reference.
- the radio frequency transmission band is specified to not overlap the receive transmission band.
- part of the transmission signal ⁇ tilde over (x) ⁇ may “leak” into the received signal ⁇ tilde over (y) ⁇ . That is, a component of the transmission signal at one frequency within the transmission band may be transformed into a signal component at another frequency in the reception band because of the non-linear characteristics.
- intermodulation distortion by which frequency components at different frequencies in the radio transmission signal may result in interference signals at sum and difference frequencies of the original frequencies and at multiples of those sum and difference frequencies.
- These intermodulation frequencies may be represented in the received signal ⁇ tilde over (y) ⁇ , causing degradation in the receiver characteristics of the transceiver 100 .
- an approach to mitigating the effect of such intermodulation distortion from the transit signal in the received signal makes use of a digital canceller 140 , which is shown as distinct from the optional predistorter 120 .
- the canceller includes a predictor 144 , which produces a distortion signal d (via an upsampled distortion signal d′, which is downsampled to produce d) that represents the intermodulation components of the transmit signal x that are predicted to be present in the received signal ⁇ tilde over (y) ⁇ .
- a “PIM” (passive intermodulation distortion) removal component 147 uses the distortion signal d to produce an enhanced received signal y.
- the predictor 144 is configured with parameters ⁇ of a non-linear transfer function.
- the parameters ⁇ are estimated and updated by an estimator 142 , which depends on processed (e.g., delayed and/or upsampled) versions of the transmit signal x and receive signal ⁇ tilde over (y) ⁇ to match the characteristics of the intermodulation distortion of x found in ⁇ tilde over (y) ⁇ .
- one factor that is taken into account is a delay by a delay time ⁇ in the path from the transmit signal x being input (i.e., passed to the predistorter 120 or directly to the RF section 150 if no predistorter is used) and the intermodulation distortion components of that signal appearing in the received signal ⁇ tilde over (y) ⁇ .
- Such delays may be due to digital filtering in the predistorter 120 , or analog phase delays introduced in a power amplifier or other components of the analog transmit circuitry 152 or analog receive circuitry 154 .
- the delay time is not necessarily constant.
- the delay may depend on factors such as the gain settings of amplifiers, which may vary according to automatic gain control functions in the RF section 150 . In any case, the delay is not assumed constant and is tracked on an ongoing basis as described further below.
- the canceller 140 includes components that operate at an upsampled rate in which an upsampled transmit signal x′ is synchronized with an upsampled received signal y′, and these upsampled signals are provided to the canceller 140 .
- upsampling and synchronization operations are generally performed in an upsampler/synchronizer 130 of the system, and the results are provided to the canceller 140 .
- x and ⁇ tilde over (y) ⁇ are baseband signals (i.e., are substantially near or centered at zero frequency) and are sampled at a sufficient rate to represent the transmit and receive bandwidths, respectively, yet they correspond to different bands in the radio frequency domain (or whatever frequency domain the signal are coupled in, for example, in an intermediate frequency domain).
- the sampling rates are at least 150 M-samples/sec and 150 M-samples/sec., respectively (i.e., at least the Nyquist sampling rate).
- the system uses a continuous bandwidth (referred to herein as an upsampled bandwidth) that covers these two bands, and generally including any frequency range between these two bands.
- the system represents the transmit and receive signals within the combined upsampled band of bandwidth 170 MHz at a sampling rate of at least 340 M-samples/sec. Note that if the radio transmit and receive bands are more widely separated, the upsampled rate would have to be higher to accommodate the wider upsampled bandwidth.
- the upsampled versions of signals x and ⁇ tilde over (y) ⁇ are denoted x′ and y′, respectively.
- the upsampled transmit signal x′ is delay adjusted so that it is time-synchronized with y′ using a procedure described fully below.
- FIG. 2 a schematic example of a transmit signal x is shown in FIG. 2 a in the baseband frequency domain with two signal components 213 within a transmit bandwidth 212 .
- a schematic example of a receive signals ⁇ tilde over (y) ⁇ is shown in FIG. 2 b in the baseband frequency domain within a receive bandwidth 214 , and includes two receive components 215 as well as two intermodulation components 216 , which result from the transmit components 213 passing through the RF section 150 .
- both the input signal x and the received signal ⁇ tilde over (y) ⁇ are upsampled as x′ and y′, respectively, which are shown in the upsampled frequency band in FIGS. 2 d and 2 c , respectively.
- the input signal is upsampled by an upsampler 131 , which is used during initialization, or an upsampler 132 , which is used during further operation.
- the upsampler also implements a delay of the signal by a time ⁇ , which is computed by a correlator 134 as described further below.
- the upsampler 136 which transforms ⁇ tilde over (y) ⁇ to the upsampled version y′, frequency shifts the components 215 - 216 to yield shifted components 225 - 226 in the upsampled signal so that they are correctly spaced from the components 233 in the upsampled input signal.
- the transmission band is at a lower frequency than the reception band.
- the upsampler 136 does not necessarily frequency shift the signal, and the upsampler 131 and 132 shift the input signal in a similar manner.
- the upsampled input signal x′ passes to a predictor 144 , which is configured with a set of parameters ⁇ to output an upsampled predicted distortion signal d′, also at an upsampled rate.
- a schematic example of a resulting distortion signal is shown in the frequency domain in FIG. 2 e . Note that some components (e.g., components 246 ) of the distortion signal fall in the upsampled reception band, while there may be other components (e.g., components 243 ) that fall outside the upsampled reception band.
- the upsampled distortion signal d′ is downsampled by a downsampler 146 to the sampling rate of the receive signal ⁇ tilde over (y) ⁇ retaining the part of the upsampled distortion signal that corresponds to the receive band producing a distortion signal d, which has baseband distortion components 256 .
- this baseband distortion signal is used by the PIM remover 147 to subtract the predicted distortion components 256 from the received signal, ideally completely removing the components 216 of the received signal to produce the enhanced signal y, which retains the signal components 215 , which were received over the air.
- the upsampler 132 is responsive to a delay input r to compensate for the delay of the distortion components of the input signal through the RF section 150 .
- This delay value is determined by a correlator 134 , which receives the predicted distortion signal d′ and the upsampled received signal y′.
- the correlator 134 essentially performs a cross-correlation of its input signals to determine the delay ⁇ at which the input signals are most correlated. This correlation essentially results from the correlation of the actual distortion components 226 and the predicted distortion components 246 that are in the receive frequency band.
- a selector 145 passed an undelayed (or delayed by a default time) input signal from the upsampler 131 to the predictor 144 . This permits the correlator 134 to establish a new estimate for the time delay ⁇ , at which point the selector 145 switches again to use the output of the delay upsampler 132 .
- the parameters ⁇ for the upsampler are determined by an estimator 142 , which receives the upsampled input signal x′ and the upsampled received signal y′ and optimizes the parameters predict as much of y′ as possible from x′.
- the predictor makes use of a memory polynomial and the parameters are coefficients of the polynomial and the parameters are adapted using a gradient-based or least-squared error procedure.
- a random set of parameters 141 are selected by a selector 143 rather than the output of the estimator 142 , in order that the predicted distortion has at least some components that may correlate with the received signal in order to obtain a reasonable initial estimate of the delay ⁇ .
- the predictor 144 receives random parameters 141 via a switch 143 , and receives an upsampled transmit signal via the upsampler 131 and a switch 145 .
- the predictor 144 provides a distortion output which is used by the correlator 134 to determine a delay time.
- the determined delay time is used to configure the delay upsampler 132 for the transmit signal.
- the estimator 142 provides estimated parameters to the predictor 144 via the switch 143 .
- the delay time is again computed.
- Embodiments described above address a situation in which distortion in the received baseband signal ⁇ tilde over (y) ⁇ is “self-inflicted” in that the distortion components originate from a signal x that is transmitted from the same transceiver.
- distortion terms originate from a radio signal transmitted from another transmitter.
- the other transmitter may transmit in another radio transmission band that is not supposed to interfere with the radio reception band from which ⁇ tilde over (y) ⁇ is obtained via the analog receive circuitry shown in FIG. 1 , that other transmitter may produce distortion components that impinge on the radio reception band, or such distortion components may result during propagation and reflection from the other transmitter to the receiver.
- an approach to compensating for the distortion components originating from the other transmitter is to (1) locally generate a baseband reference signal s, and (2) remove distortion components of s in ⁇ tilde over (y) ⁇ in essentially the same manner that distortion components of x are removed from ⁇ tilde over (y) ⁇ in embodiments described above.
- an RF section 450 includes two receiver sections.
- Analog receive circuitry 154 tuned to the radio receive band, and an analog-to-digital converter (ADC) 55 yield the baseband receive signal ⁇ tilde over (y) ⁇
- ADC analog-to-digital converter
- a second analog receive circuitry 454 tuned to the other transmitter's radio transmit band, and another ADC 455 yield a baseband reference signal s.
- the receive circuitry 154 yielding may be tuned to a channel at 1.8 GHz, and the receive circuitry 454 may be tuned to the channel at 2.1 GHz being used by the other transmitter.
- a synchronizer 130 synchronizes and upsamples s and ⁇ tilde over (y) ⁇ to yield an upsampled reference/transmit signals s′ and an upsampled receive signal y′, and these upsampled signals are provided to a canceller 140 , which removes distrortion components of s from y by first generating the upsampled distortion signal d′ from which a baseband distortion signal d is obtained and used to yield the enhanced signal y.
- multiple sensed signals s, of the transmit signal x and one or more sensed signals s may be used, for example, by successively or jointly subtracting the predicted distortion component from each sensed signal.
- all the sensed signals and the received signal ⁇ tilde over (y) ⁇ are upsampled to a common sampling rate, and the successive distortion predictions are subtracted in the upsampled domain.
- the reference signal may be associated with distortion components in only part of the receive band, or only some distortion components within the receive band are significant enough to warrant cancellation.
- a smaller bandwidth that covers only part of the receive bandwidth (as well as the sensed bandwidth and the spectral gap) may be used. Upsampling the receive signal effectively discards the portion of the receive bandwidth other than the part from which distortion components are to be subtracted.
- downsampling the distortion signal d′ maps the baseband distortion signal d to the appropriate part of the receive bandwidth.
- This approach of using a reduced upsampled bandwidth may reduce the computation required when the effect of the distortion components of a remote transmitter are particularly concentrated within the receive band. Furthermore, the sensing of the remote transmission may concentrate on a particular part of the remote transmitters transmission bad without necessarily sensing transmission at frequencies that do not impart distortion components in the receive band.
- FIG. 5 including plot of a received signal, denoted as UL (uplink) signal, translated in baseband versus frequency (in baseband), before use of the cancellation approach on the left and after use of the procedure on the right
- UL uplink
- the baseband frequency of ⁇ 1 to 1 corresponds to the Nyquist frequency of ADC.
- the location of the received signal is at ⁇ 0.5 and ⁇ 0.3 of Nyquist frequency.
- PIM3 before cancellation is shown at ⁇ 0.8 to ⁇ 0.2 (overlapping with the UL signal), and PIMS at ⁇ 0.2 to +0.4 of the Nyquist frequency, respectively.
- EVM error vector magnitude
- QAM quadrature amplitude modulation
- a system including the canceller 140 and/or the synchronizer 130 is implemented in hardware, in software, or in a combination of hardware or software.
- the hardware may include Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs), and the like.
- Software implementations may include instructions stored on a non-transitory machine-readable medium such that when executed by a processor (e.g., a digital signal processor, special purpose controller, etc.) causes the processor to perform procedures described above.
- a processor e.g., a digital signal processor, special purpose controller, etc.
- the predictor 144 and correlator 134 may be implemented in ASICs, and the estimator may be implemented in software within the same system.
- a computer accessible non-transitory storage medium includes a database representative of a system including some or all of the components of the canceller 140 and/or the synchronizer 130 .
- a computer accessible storage medium may include any non-transitory storage media accessible by a computer during use to provide instructions and/or data to the computer.
- a computer accessible storage medium may include storage media such as magnetic or optical disks and semiconductor memories.
- the database representative of the system may be a database or other data structure which can be read by a program and used, directly or indirectly, to fabricate the hardware comprising the system.
- the database may be a behavioral-level description or register-transfer level (RTL) description of the hardware functionality in a high-level design language (HDL) such as Verilog or VHDL.
- the description may be read by a synthesis tool which may synthesize the description to produce a netlist comprising a list of gates from a synthesis library.
- the netlist comprises a set of gates which also represent the functionality of the hardware comprising the system.
- the netlist may then be placed and routed to produce a data set describing geometric shapes to be applied to masks.
- the masks may then be used in various semiconductor fabrication steps to produce a semiconductor circuit or circuits corresponding to the system.
- the database may itself be the netlist (with or without the synthesis library) or the data set.
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Abstract
Description
- This invention relates to enhancement of a received signal to remove distortion components of a transmitted signal, and more particularly to cancellation of intermodulation distortion in a radio-frequency transceiver.
- Some communication systems provide the capability of transmitting and receiving at the same time. In radio frequency communication, a transceiver may transmit in one radio frequency band while receiving in another radio frequency band. Some such systems are referred to as frequency-division duplex (FDD) systems. When the two bands are sufficiently separated in frequency, the transmitted signal may not interfere significantly with the received signal. However, in part due to non-linear characteristics of circuit components in the transmit and receive paths and/or coupling of those paths, some of the transmitted signal may nevertheless “leak” into the received signal. Although the level of such leakage may be low, the error rate of information decoded from the received signal may be adversely affected. There is therefore a need to mitigate the effect of such leakage to improve characteristics of the communication system.
- One approach to dealing with non-linearities in a transmitter, for example resulting from non-linear characteristics of a power amplifier, is to predistort a transmission signal. Although such predistortion may mitigate some of the leakage between the transmitted signal and the received signal, there is a need for further mitigation of the effect of the leakage.
- In one aspect, in general, a received signal is enhanced by removing distortion components of a concurrently transmitted signal. The received signal is acquired in a receive frequency band concurrently with transmission of a transmit signal in a transmit frequency band. The received signal includes a distortion component of the transmit signal. A representation of the transmit signal is processed using a non-linear predictor to output a distortion signal representing predicted distortion components in the received signal. The received signal is enhanced using the distortion signal by removing the predicted distortion components from the received signal corresponding to the distortion signal.
- In another aspect, in general, a received signal is enhanced by removing distortion components of a concurrently transmitted signal. A reference signal corresponding to a transmit signal transmitted in a radio frequency transmission band is received. A received signal received via receiving circuitry having been acquired in a receive frequency band concurrently with transmission of the transmit signal in the transmit frequency band. The received signal includes a distortion component of the transmit signal. The transmit frequency band and the receive frequency band are non-overlapping bands. The reference signal is upsampled to yield an upsampled reference signal, and the received signal is upsampled to yield an upsampled received signal. The upsampled reference signal and the upsampled received signal have a same sampling rate. A relative frequency between the upsampled reference signal and the upsampled received signal matches a relative frequency between the transmit frequency band and the receive frequency band. The upsampled reference signal is passed to a configurable predictor configured with predictor parameters. The configurable predictor provides an upsampled distortion signal determined from the upsampled reference signal as input. The upsampled distortion signal is downsampled to yield a distortion signal. The received signal is enhanced using the distortion signal by removing components from the received signal corresponding to the distortion signal. The upsampled distortion signal and the upsampled received signal are correlated to determine a relative delay. Upsampling the transmit signal includes synchronizing the upsampled reference signal according to the relative delay. The parameters for the predictor are estimated using the upsampled reference signal and the upsampled received signal.
- In another aspect, in general, a received signal is enhanced by removing distortion components of a concurrently transmitted signal. The received signal is acquired in a reception frequency band concurrently with transmission of a transmit signal in a transmission frequency band. The received signal includes a distortion component of the transmit signal. A reference signal representing the transmit signal is processed using a non-linear predictor to output a distortion signal comprising a predicted distortion component corresponding to the transmit signal. The received signal is enhanced to yield an enhanced received signal using the distortion signal by removing at least some of the distortion components of the transmit signal from the received signal according to the predicted distortion component. The enhanced received signal is provided, for example, for further processing of information encoded in the received signal.
- Aspects may include one or more of the following features.
- The reference signal is provided for causing transmission of the transmit signal in the transmit frequency band via transmission circuitry.
- The received signal is received via first receiving circuitry that is coupled to or that shares elements with the transmission circuitry. For instance, the transmission circuitry and the first receiving circuitry share passive elements, which may introduce non-linear distortion components (e.g., intermodulation components) of the transmit signal into the received signal.
- The reference signal is received via second receiving circuitry based on a propagation of the transmit signal, for example, from a distant transmitter.
- The reference signal is upsampled to yield an upsampled transmit signal at an upsampled sampling rate such that the transmit frequency band corresponds to an upsampled transmit band in the upsampled transmit signal.
- The upsampled transmit signal is passed to a configurable predictor configured with predictor parameters. The configurable predictor provides an upsampled distortion signal determined from the upsampled transmit signal as input.
- The upsampled distortion signal is downsampled to yield the distortion signal retaining a part of the upsampled signal in an upsampled receiving band corresponding to the reception frequency band, where the upsampled receiving band is distinct from the upsampled transmit band.
- The distortion signal is subtracted from the received signal.
- The received signal is upsampled to yield an upsampled received signal at the upsampled sampling rate. The reception frequency band corresponds to an upsampled reception band in the upsampled received signal, and the upsampled reception band and the upsampled transmit band in the upsampled transmit and received signals have a same frequency relationship (e.g., frequency offset) as the transmit frequency band and the receive frequency band.
- Upsampling the received signal includes introducing a time delay for the upsampled transmit signal relative to the upsampled received signal.
- A correlation time between the distortion signal and the received signal is determined, and the time delay for the upsampled received signal is set according to the correlation time.
- The reference signal is processed using a non-linear predictor by passing the upsampled transmit signal to a predictor to yield an upsampled distortion signal and the correlation time is determined according to a correlation time between the upsampled distortion signal and the upsampled received signal.
- The reference signal is processed using a non-linear predictor by passing the upsampled transmit signal to a configurable predictor configured with predictor parameters.
- An upsampled distortion signal is accepted from the configurable predictor, and downsampled retaining the upsampled reception band to yield the distortion signal.
- The predictor parameters are determined by setting the parameters to predict the upsampled received signal from the upsampled transmit signal.
- The non-linear predictor comprises a time domain non-linear function (e.g., a memory polynomial) that yields each time sample of the upsampled distortion signal as a function of multiple time samples of the upsampled transmit signal.
- In another aspect, in general, a signal processing apparatus is used with a transceiver to enhance a received signal based on a signal received at the transceiver in a reception band to remove distortion components of a concurrently transmitted signal transmitted in a transmission band. The apparatus includes a synchronizer configured to accept a reference signal representing a transmit signal and a received signal, and to provide an upsampled transmit signal and an upsampled received signal each sampled at a same sampling rate such that a frequency relationship between the transmission band and the reception band corresponds to a frequency relationship between the upsampled transmit signal and the upsampled received signal. The synchronizer is further configured to apply a delay to synchronize the upsampled received signal and the upsampled transmit signal. The apparatus also includes a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- In another aspect, in general, a non-transitory computer readable medium has a data structure stored thereon. This data structure is operated upon by a program that is executable on a computer system to perform a portion of a process to fabricate an integrated circuit including circuitry described by the data structure. The circuitry described in the data structure includes a signal processor for use with a transceiver to enhance a received signal based on a signal received at the transceiver in a reception band to remove distortion components of a concurrently transmitted signal transmitted in a transmission band. The signal processor includes a synchronizer configured to accept a reference signal representing a transmit signal and a received signal, and to provide an upsampled transmit signal and an upsampled received signal each of which sampled at a same sampling rate such that a frequency relationship between the transmission band and the reception band corresponds to a frequency relationship between the upsampled transmit signal and the upsampled received signal, wherein the synchronizer is further configured to apply a delay to synchronize the upsampled received signal and the upsampled transmit signal. The signal processor also includes a canceller including a predictor configured to receive the upsampled transmit signal and the upsampled received signal, to adaptively predict a distortion signal comprising distortion components of the upsampled transmit signal, and to enhance the received signal using the distortion signal.
- One or more aspects provide a technical improvement by enhancing a received signal, which in turn can improve signal-to-noise ratio, reduce error rate in decoding information encoded in the received signal, and/or increase the information rate that can be achieved via the received signal. This improvement is described herein primarily in the context of radio frequency communication (e.g., in a frequency-division duplex system), however it should be understood that similar techniques may be applied in other domains (e.g., optical or acoustic) where distortion components of a transmitted signal “leak” into a received signal.
- Other features and advantages of the invention are apparent from the following description, and from the claims.
-
FIG. 1 is a block diagram of a transceiver that incorporates intermodulation distortion cancellation. -
FIG. 2 is a series of frequency domain schematic drawings showing signal components of signals referenced inFIG. 1 . -
FIG. 3 is a flowchart of a synchronization procedure. -
FIG. 4 is a block diagram of a receiver section that incorporates distortion cancellation from another transmitter. -
FIG. 5 is a frequency domain plot of a received signal prior to and after distortion cancellation. -
FIG. 6 is a constellation plot of the received signal prior to and after distortion cancellation. - Referring to
FIG. 1 , a transceiver includes a radio frequency (RF)section 150 that receives a digital sampled transmission signal {tilde over (x)} and provides a digital sampled receive signal {tilde over (y)}, each of these sampled signals being sampled at a sufficient sampling rate for the respective transmit and receive bandwidths. In general, the transmission signal may include separate frequency multiplexed downlink channels for communicating with different terminals, and similarly, the receive signal may include multiple uplink channels transmitted from different terminals. The transmit signal {tilde over (x)} passes through a digital-to-analog converter (DAC) 151 and analog transmitcircuitry 152, which outputs a radio frequency signal with the transmit signal modulated to a radio frequency transmission band. This signal passes via aduplexer 153 to asignal path 161 to anantenna 162 for emission over the air. Theantenna 162 also receives signals over the air in a radio frequency reception band that is different than the radio frequency transmission band, and this signal passes via thesignal path 161 andduplexer 153 to analog receivecircuitry 154 which passes an analog signal to an analog-to-digital converter (ADC) 155, which produces the digital receive signal {tilde over (y)}. - The analog transmit circuitry generally has non-linear transfer characteristics, and as a result there may be “leakage” of signals outside the specified transmission band. This leakage may be mitigated using an
optional predistorter 120, which accepts a desired transmission signal x, and digitally predistorts it, generally, with the goals of achieving an overall linear response within the specified transmission band and minimizing energy outside the specified transmission band, for example, to avoid interference with other transmitters using adjacent transmission bands. An example of a digital predistortion approach is described in U.S. Pat. No. 9,590,668, issued on Mar. 7, 2017, which is incorporated herein by reference. - The radio frequency transmission band is specified to not overlap the receive transmission band. As a result of the concurrent transmission of the provided signal {tilde over (x)} and reception of the received signal {tilde over (y)} and sharing of circuit elements of the transmission circuitry and the receiving circuitry (or other coupling between such circuitry), part of the transmission signal {tilde over (x)} may “leak” into the received signal {tilde over (y)}. That is, a component of the transmission signal at one frequency within the transmission band may be transformed into a signal component at another frequency in the reception band because of the non-linear characteristics. One phenomenon that causes such leakage is intermodulation distortion by which frequency components at different frequencies in the radio transmission signal may result in interference signals at sum and difference frequencies of the original frequencies and at multiples of those sum and difference frequencies. These intermodulation frequencies may be represented in the received signal {tilde over (y)}, causing degradation in the receiver characteristics of the
transceiver 100. - Continuing to refer to
FIG. 1 , an approach to mitigating the effect of such intermodulation distortion from the transit signal in the received signal makes use of adigital canceller 140, which is shown as distinct from theoptional predistorter 120. Generally, the canceller includes apredictor 144, which produces a distortion signal d (via an upsampled distortion signal d′, which is downsampled to produce d) that represents the intermodulation components of the transmit signal x that are predicted to be present in the received signal {tilde over (y)}. A “PIM” (passive intermodulation distortion)removal component 147 uses the distortion signal d to produce an enhanced received signal y. (Note distortion may be, but is not necessarily, a result of intermodulation distortion, passive effects, etc., and the denotation “PIM” should not be understood to denote any restriction on the types of distortion to which the system is applicable.) Thepredictor 144 is configured with parameters θ of a non-linear transfer function. The parameters θ are estimated and updated by anestimator 142, which depends on processed (e.g., delayed and/or upsampled) versions of the transmit signal x and receive signal {tilde over (y)} to match the characteristics of the intermodulation distortion of x found in {tilde over (y)}. - Generally, one factor that is taken into account is a delay by a delay time τ in the path from the transmit signal x being input (i.e., passed to the
predistorter 120 or directly to theRF section 150 if no predistorter is used) and the intermodulation distortion components of that signal appearing in the received signal {tilde over (y)}. Such delays may be due to digital filtering in thepredistorter 120, or analog phase delays introduced in a power amplifier or other components of the analog transmitcircuitry 152 or analog receivecircuitry 154. Furthermore, the delay time is not necessarily constant. For example, the delay may depend on factors such as the gain settings of amplifiers, which may vary according to automatic gain control functions in theRF section 150. In any case, the delay is not assumed constant and is tracked on an ongoing basis as described further below. - The
canceller 140 includes components that operate at an upsampled rate in which an upsampled transmit signal x′ is synchronized with an upsampled received signal y′, and these upsampled signals are provided to thecanceller 140. As described more fully below upsampling and synchronization operations are generally performed in an upsampler/synchronizer 130 of the system, and the results are provided to thecanceller 140. - A factor that is taken into account in the upsampler/
synchronizer 130 is that x and {tilde over (y)} are baseband signals (i.e., are substantially near or centered at zero frequency) and are sampled at a sufficient rate to represent the transmit and receive bandwidths, respectively, yet they correspond to different bands in the radio frequency domain (or whatever frequency domain the signal are coupled in, for example, in an intermediate frequency domain). For example, if the transmit bandwidth in the radio frequency domain is 75 MHz (from 1805 MHz to 1880 MHz) and the receive bandwidth in the radio frequency domain is 75 MHz (from 1710 MHz to 1785 MHz), then the sampling rates are at least 150 M-samples/sec and 150 M-samples/sec., respectively (i.e., at least the Nyquist sampling rate). In order to capture the nonlinear transfer characteristics from x to {tilde over (y)}, the system uses a continuous bandwidth (referred to herein as an upsampled bandwidth) that covers these two bands, and generally including any frequency range between these two bands. For example, if the radio transmission band is at a higher frequency than the radio reception band, and if the transmission band has a higher frequency at 1880 MHz and the reception band has an lower frequency at 1710 MHz, then the system represents the transmit and receive signals within the combined upsampled band of bandwidth 170 MHz at a sampling rate of at least 340 M-samples/sec. Note that if the radio transmit and receive bands are more widely separated, the upsampled rate would have to be higher to accommodate the wider upsampled bandwidth. The upsampled versions of signals x and {tilde over (y)} are denoted x′ and y′, respectively. Furthermore, the upsampled transmit signal x′ is delay adjusted so that it is time-synchronized with y′ using a procedure described fully below. - Continuing to refer to
FIG. 1 , and also referring toFIG. 2 in which the signals are labelled consistently withFIG. 1 , a schematic example of a transmit signal x is shown inFIG. 2a in the baseband frequency domain with twosignal components 213 within a transmitbandwidth 212. Similarly, a schematic example of a receive signals {tilde over (y)} is shown inFIG. 2b in the baseband frequency domain within a receivebandwidth 214, and includes two receivecomponents 215 as well as twointermodulation components 216, which result from the transmitcomponents 213 passing through theRF section 150. - As introduced above, both the input signal x and the received signal {tilde over (y)} are upsampled as x′ and y′, respectively, which are shown in the upsampled frequency band in
FIGS. 2d and 2c , respectively. The input signal is upsampled by anupsampler 131, which is used during initialization, or anupsampler 132, which is used during further operation. In the case of theupsampler 132, the upsampler also implements a delay of the signal by a time τ, which is computed by acorrelator 134 as described further below. Note that theupsampler 136, which transforms {tilde over (y)} to the upsampled version y′, frequency shifts the components 215-216 to yield shifted components 225-226 in the upsampled signal so that they are correctly spaced from thecomponents 233 in the upsampled input signal. Note that in this example, the transmission band is at a lower frequency than the reception band. In the opposite case in which the transmit band is at a higher frequency than the receive band, theupsampler 136 does not necessarily frequency shift the signal, and theupsampler - In normal operation, the upsampled input signal x′ passes to a
predictor 144, which is configured with a set of parameters θ to output an upsampled predicted distortion signal d′, also at an upsampled rate. A schematic example of a resulting distortion signal is shown in the frequency domain inFIG. 2e . Note that some components (e.g., components 246) of the distortion signal fall in the upsampled reception band, while there may be other components (e.g., components 243) that fall outside the upsampled reception band. - The upsampled distortion signal d′ is downsampled by a
downsampler 146 to the sampling rate of the receive signal {tilde over (y)} retaining the part of the upsampled distortion signal that corresponds to the receive band producing a distortion signal d, which hasbaseband distortion components 256. Finally, this baseband distortion signal is used by thePIM remover 147 to subtract the predicteddistortion components 256 from the received signal, ideally completely removing thecomponents 216 of the received signal to produce the enhanced signal y, which retains thesignal components 215, which were received over the air. - As introduced above, the
upsampler 132, is responsive to a delay input r to compensate for the delay of the distortion components of the input signal through theRF section 150. This delay value is determined by acorrelator 134, which receives the predicted distortion signal d′ and the upsampled received signal y′. Thecorrelator 134 essentially performs a cross-correlation of its input signals to determine the delay τ at which the input signals are most correlated. This correlation essentially results from the correlation of theactual distortion components 226 and the predicteddistortion components 246 that are in the receive frequency band. - During an initialization period (or a resynchronization period when the synchronization is lost), a
selector 145 passed an undelayed (or delayed by a default time) input signal from theupsampler 131 to thepredictor 144. This permits thecorrelator 134 to establish a new estimate for the time delay τ, at which point theselector 145 switches again to use the output of thedelay upsampler 132. - The parameters θ for the upsampler are determined by an
estimator 142, which receives the upsampled input signal x′ and the upsampled received signal y′ and optimizes the parameters predict as much of y′ as possible from x′. For example, the predictor makes use of a memory polynomial and the parameters are coefficients of the polynomial and the parameters are adapted using a gradient-based or least-squared error procedure. During initialization, a random set ofparameters 141 are selected by aselector 143 rather than the output of theestimator 142, in order that the predicted distortion has at least some components that may correlate with the received signal in order to obtain a reasonable initial estimate of the delay τ. - Referring to the flowchart of
FIG. 3 a procedure described above may be summarized in the flowchart. Atstep 310, thepredictor 144 receivesrandom parameters 141 via aswitch 143, and receives an upsampled transmit signal via theupsampler 131 and aswitch 145. Atstep 320, thepredictor 144 provides a distortion output which is used by thecorrelator 134 to determine a delay time. Atstep 330, the determined delay time is used to configure thedelay upsampler 132 for the transmit signal. Atstep 340, theestimator 142 provides estimated parameters to thepredictor 144 via theswitch 143. Atstep 350, the delay time is again computed. - Embodiments described above address a situation in which distortion in the received baseband signal {tilde over (y)} is “self-inflicted” in that the distortion components originate from a signal x that is transmitted from the same transceiver. In other embodiments, distortion terms originate from a radio signal transmitted from another transmitter. Although the other transmitter may transmit in another radio transmission band that is not supposed to interfere with the radio reception band from which {tilde over (y)} is obtained via the analog receive circuitry shown in
FIG. 1 , that other transmitter may produce distortion components that impinge on the radio reception band, or such distortion components may result during propagation and reflection from the other transmitter to the receiver. Unlike the case in which the transceiver has a reference x for the transmitted signal, the transceiver would not in general have a reference for the other transmitted signal. In general, an approach to compensating for the distortion components originating from the other transmitter is to (1) locally generate a baseband reference signal s, and (2) remove distortion components of s in {tilde over (y)} in essentially the same manner that distortion components of x are removed from {tilde over (y)} in embodiments described above. - Referring to
FIG. 4 , in an embodiment that cancels such “involuntary” distortion, anRF section 450 includes two receiver sections. Analog receivecircuitry 154, tuned to the radio receive band, and an analog-to-digital converter (ADC) 55 yield the baseband receive signal {tilde over (y)}, and a second analog receivecircuitry 454, tuned to the other transmitter's radio transmit band, and anotherADC 455 yield a baseband reference signal s. For example, the receivecircuitry 154 yielding may be tuned to a channel at 1.8 GHz, and the receivecircuitry 454 may be tuned to the channel at 2.1 GHz being used by the other transmitter. - Continuing to refer to
FIG. 4 , asynchronizer 130 synchronizes and upsamples s and {tilde over (y)} to yield an upsampled reference/transmit signals s′ and an upsampled receive signal y′, and these upsampled signals are provided to acanceller 140, which removes distrortion components of s from y by first generating the upsampled distortion signal d′ from which a baseband distortion signal d is obtained and used to yield the enhanced signal y. - Note that multiple sensed signals s, of the transmit signal x and one or more sensed signals s, may be used, for example, by successively or jointly subtracting the predicted distortion component from each sensed signal. In some embodiments, all the sensed signals and the received signal {tilde over (y)} are upsampled to a common sampling rate, and the successive distortion predictions are subtracted in the upsampled domain.
- In some embodiments, the reference signal may be associated with distortion components in only part of the receive band, or only some distortion components within the receive band are significant enough to warrant cancellation. In such situations, rather than upsampling the reference signal to a bandwidth sufficient to cover the entire receive bandwidth, the sensed bandwidth, and the spectral gap between them, a smaller bandwidth that covers only part of the receive bandwidth (as well as the sensed bandwidth and the spectral gap) may be used. Upsampling the receive signal effectively discards the portion of the receive bandwidth other than the part from which distortion components are to be subtracted. Correspondingly, downsampling the distortion signal d′ maps the baseband distortion signal d to the appropriate part of the receive bandwidth. This approach of using a reduced upsampled bandwidth may reduce the computation required when the effect of the distortion components of a remote transmitter are particularly concentrated within the receive band. Furthermore, the sensing of the remote transmission may concentrate on a particular part of the remote transmitters transmission bad without necessarily sensing transmission at frequencies that do not impart distortion components in the receive band.
- Referring to
FIG. 5 , including plot of a received signal, denoted as UL (uplink) signal, translated in baseband versus frequency (in baseband), before use of the cancellation approach on the left and after use of the procedure on the right The baseband frequency of −1 to 1 corresponds to the Nyquist frequency of ADC. The location of the received signal is at −0.5 and −0.3 of Nyquist frequency. PIM3 before cancellation is shown at −0.8 to −0.2 (overlapping with the UL signal), and PIMS at −0.2 to +0.4 of the Nyquist frequency, respectively. - Referring to
FIG. 6 , constellation plots for an error vector magnitude (EVM) of received, demodulated 256 quadrature amplitude modulation (QAM) 1 is shown without the processing on the left, and with the processing on the right. EVM is an effective measure of a quality of received signal. An improvement of a factor of 13 is shown in this measured example. It should be evident from the figure that the processing provides greatly reduced leakage and intermodulation in the receiver band and restores the signal link. - In some implementations, a system including the
canceller 140 and/or thesynchronizer 130 is implemented in hardware, in software, or in a combination of hardware or software. The hardware may include Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs), and the like. Software implementations may include instructions stored on a non-transitory machine-readable medium such that when executed by a processor (e.g., a digital signal processor, special purpose controller, etc.) causes the processor to perform procedures described above. As an example, thepredictor 144 andcorrelator 134 may be implemented in ASICs, and the estimator may be implemented in software within the same system. - In some implementations, a computer accessible non-transitory storage medium includes a database representative of a system including some or all of the components of the
canceller 140 and/or thesynchronizer 130. Generally speaking, a computer accessible storage medium may include any non-transitory storage media accessible by a computer during use to provide instructions and/or data to the computer. For example, a computer accessible storage medium may include storage media such as magnetic or optical disks and semiconductor memories. Generally, the database representative of the system may be a database or other data structure which can be read by a program and used, directly or indirectly, to fabricate the hardware comprising the system. For example, the database may be a behavioral-level description or register-transfer level (RTL) description of the hardware functionality in a high-level design language (HDL) such as Verilog or VHDL. The description may be read by a synthesis tool which may synthesize the description to produce a netlist comprising a list of gates from a synthesis library. The netlist comprises a set of gates which also represent the functionality of the hardware comprising the system. The netlist may then be placed and routed to produce a data set describing geometric shapes to be applied to masks. The masks may then be used in various semiconductor fabrication steps to produce a semiconductor circuit or circuits corresponding to the system. In other examples, Alternatively, the database may itself be the netlist (with or without the synthesis library) or the data set. - It is to be understood that the foregoing description is intended to illustrate and not to limit the scope of the invention, which is defined by the scope of the appended claims. Other embodiments are within the scope of the following claims.
Claims (21)
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US20220279550A1 (en) | 2019-07-24 | 2022-09-01 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and apparatus for resource scheduling |
CN115244858A (en) * | 2020-03-18 | 2022-10-25 | 瑞典爱立信有限公司 | Removal of passive intermodulation in antenna systems |
US11575400B2 (en) * | 2020-08-03 | 2023-02-07 | Nokia Solutions And Networks Oy | PIM cancellation |
WO2023196264A1 (en) * | 2022-04-03 | 2023-10-12 | Maxlinear, Inc. | Cancellation of passive intermodulation from multiple sources |
Family Cites Families (224)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4979126A (en) | 1988-03-30 | 1990-12-18 | Ai Ware Incorporated | Neural network with non-linear transformations |
FI105865B (en) | 1994-11-14 | 2000-10-13 | Nokia Mobile Phones Ltd | A method and circuit for adjusting and linearizing the transmitter signal power of a radio device |
US5980457A (en) | 1997-11-17 | 1999-11-09 | Atl Ultrasound, Inc. | Ultrasonic transmit pulses for nonlinear ultrasonic imaging |
US6288610B1 (en) | 1998-03-19 | 2001-09-11 | Fujitsu Limited | Method and apparatus for correcting signals, apparatus for compensating for distortion, apparatus for preparing distortion compensating data, and transmitter |
US6240278B1 (en) | 1998-07-30 | 2001-05-29 | Motorola, Inc. | Scalar cost function based predistortion linearizing device, method, phone and basestation |
US6052412A (en) | 1998-10-30 | 2000-04-18 | Tyco Electronics Corporation | Codec supporting PCM modem communications over a universal digital loop carrier |
GB2348755B (en) | 1999-04-01 | 2001-03-07 | Wireless Systems Int Ltd | Signal processing |
US6356146B1 (en) | 1999-07-13 | 2002-03-12 | Pmc-Sierra, Inc. | Amplifier measurement and modeling processes for use in generating predistortion parameters |
US7158566B2 (en) | 2000-07-24 | 2007-01-02 | Eric Morgan Dowling | High-speed adaptive interconnect architecture with nonlinear error functions |
KR20020054149A (en) | 2000-12-27 | 2002-07-06 | 엘지전자 주식회사 | Base station transmitter with digital predistorter |
JP3805221B2 (en) | 2001-09-18 | 2006-08-02 | 株式会社日立国際電気 | Distortion compensation device |
KR100408043B1 (en) | 2001-09-21 | 2003-12-01 | 엘지전자 주식회사 | Predistortion type digital linearier with digital if circuit |
US7058369B1 (en) | 2001-11-21 | 2006-06-06 | Pmc-Sierra Inc. | Constant gain digital predistortion controller for linearization of non-linear amplifiers |
EP1402700B1 (en) | 2002-03-26 | 2010-07-21 | Her Majesty in Right of Canada as Represented by the Minister of Industry | Adaptive predistorter based on the probability distribution function of the output amplitude |
US6985704B2 (en) | 2002-05-01 | 2006-01-10 | Dali Yang | System and method for digital memorized predistortion for wireless communication |
US20040076247A1 (en) | 2002-10-22 | 2004-04-22 | Wiseband Communications Ltd. | Peak-to-average power ratio modifier |
US7266145B2 (en) | 2002-11-08 | 2007-09-04 | Scintera Networks, Inc. | Adaptive signal equalizer with adaptive error timing and precursor/postcursor configuration control |
JP3946188B2 (en) | 2002-12-10 | 2007-07-18 | 株式会社エヌ・ティ・ティ・ドコモ | Linear power amplification method, linear power amplifier and digital predistorter setting method thereof |
CN1255938C (en) | 2002-12-10 | 2006-05-10 | 株式会社Ntt都科摩 | Linear power amplifying method and linear power amplifier |
US7333557B2 (en) | 2002-12-16 | 2008-02-19 | Nortel Networks Limited | Adaptive controller for linearization of transmitter with impairments |
US20040142667A1 (en) | 2003-01-21 | 2004-07-22 | Lochhead Donald Laird | Method of correcting distortion in a power amplifier |
US7289773B2 (en) | 2003-01-23 | 2007-10-30 | Powerwave Technologies, Inc. | Digital transmitter system employing self-generating predistortion parameter lists and adaptive controller |
US7729668B2 (en) | 2003-04-03 | 2010-06-01 | Andrew Llc | Independence between paths that predistort for memory and memory-less distortion in power amplifiers |
US7149257B2 (en) | 2003-07-03 | 2006-12-12 | Powerwave Technologies, Inc. | Digital predistortion system and method for correcting memory effects within an RF power amplifier |
US7409193B2 (en) | 2003-07-03 | 2008-08-05 | Zarbana Digital Fund Llc | Predistortion circuit for a transmit system |
US7529652B1 (en) | 2003-10-02 | 2009-05-05 | The Mathworks, Inc. | Method for modelling and analyzing linear time invariant systems with time delays |
US7321264B2 (en) | 2003-11-26 | 2008-01-22 | Telefonaktiebolaget Lm Ericsson (Publ) | Method, arrangement and device for controlling predistortion |
US7342976B2 (en) | 2004-01-27 | 2008-03-11 | Crestcom, Inc. | Predistortion circuit and method for compensating A/D and other distortion in a digital RF communications transmitter |
US7430248B2 (en) | 2004-01-27 | 2008-09-30 | Crestcom, Inc. | Predistortion circuit and method for compensating nonlinear distortion in a digital RF communications transmitter |
US7469491B2 (en) | 2004-01-27 | 2008-12-30 | Crestcom, Inc. | Transmitter predistortion circuit and method therefor |
JP4255849B2 (en) | 2004-01-29 | 2009-04-15 | 株式会社エヌ・ティ・ティ・ドコモ | Power series digital predistorter |
US7170344B2 (en) | 2004-02-03 | 2007-01-30 | Ntt Docomo, Inc. | Multi-band predistorter using power series representation |
US7577211B2 (en) | 2004-03-01 | 2009-08-18 | Powerwave Technologies, Inc. | Digital predistortion system and method for linearizing an RF power amplifier with nonlinear gain characteristics and memory effects |
US7095278B2 (en) | 2004-07-28 | 2006-08-22 | Nortel Networks Limited | Power amplifier arrangement and method for memory correction/linearization |
US7606322B2 (en) * | 2004-10-07 | 2009-10-20 | Microelectronics Technology Inc. | Digital pre-distortion technique using nonlinear filters |
US7599431B1 (en) | 2004-11-24 | 2009-10-06 | Xilinx, Inc. | Combined decision feedback equalization and linear equalization |
FI20055012A0 (en) | 2005-01-07 | 2005-01-07 | Nokia Corp | Trimming a broadcast signal |
DE102005013880B3 (en) | 2005-03-24 | 2006-04-20 | Infineon Technologies Ag | Signals predistortion method, involves selecting table from set of two tables based on determined operating condition, and selecting pre distortion coefficient from selected table based on performance word and component |
DE602006000525T2 (en) | 2005-06-03 | 2009-02-05 | Ntt Docomo Inc. | Multi-band predistorter with correction value tables |
CN100527602C (en) | 2005-06-06 | 2009-08-12 | 株式会社Ntt都科摩 | Power series type predistorter for multi-frequency bands operation |
US7911272B2 (en) | 2007-06-19 | 2011-03-22 | Parkervision, Inc. | Systems and methods of RF power transmission, modulation, and amplification, including blended control embodiments |
US7944991B2 (en) | 2005-10-27 | 2011-05-17 | Georgia Tech Research Corporation | Constrained clipping for peak-to-average power ratio (crest factor) reduction in multicarrier transmission systems |
GB0601095D0 (en) | 2006-01-19 | 2006-03-01 | Cambridge Silicon Radio Ltd | Interoperation Of Terminals |
US8170487B2 (en) | 2006-02-03 | 2012-05-01 | Qualcomm, Incorporated | Baseband transmitter self-jamming and intermodulation cancellation device |
US8498590B1 (en) | 2006-04-04 | 2013-07-30 | Apple Inc. | Signal transmitter linearization |
US7796960B1 (en) | 2006-04-04 | 2010-09-14 | Nortel Networks Limited | Signal transmitter linearization |
CN101479956B (en) | 2006-04-28 | 2013-07-31 | 大力系统有限公司 | High efficiency linearization power amplifier for wireless communication |
JP4813995B2 (en) | 2006-07-14 | 2011-11-09 | シャープ株式会社 | Power amplifier and wireless communication device |
US7876867B2 (en) * | 2006-08-08 | 2011-01-25 | Qualcomm Incorporated | Intermodulation distortion detection and mitigation |
US7983327B2 (en) | 2006-08-28 | 2011-07-19 | Samsung Electronics Co., Ltd. | Method and system for providing digital adaptive predistortion in a subscriber station |
US7561857B2 (en) | 2006-08-30 | 2009-07-14 | Infineon Technologies Ag | Model network of a nonlinear circuitry |
KR101362018B1 (en) | 2006-10-06 | 2014-02-11 | 스카이워크스 솔루션즈, 인코포레이티드 | Transmitter system comprising output power correction module for amplifiers |
US8073073B2 (en) | 2006-10-30 | 2011-12-06 | Quantenna Communications, Inc. | Optimized clipping for peak-to-average power ratio reduction |
CN102017553B (en) | 2006-12-26 | 2014-10-15 | 大力系统有限公司 | Method and system for baseband predistortion linearization in multi-channel wideband communication systems |
US7839951B2 (en) | 2007-04-05 | 2010-11-23 | Microelectronics Technology Inc. | Dynamic crest factor reduction system |
US8005162B2 (en) | 2007-04-20 | 2011-08-23 | Microelectronics Technology, Inc. | Dynamic digital pre-distortion system |
FR2915642B1 (en) | 2007-04-25 | 2009-07-10 | Eads Secure Networks Soc Par A | LINEARIZATION IN A TRANSMISSION CHAIN |
US20080285640A1 (en) | 2007-05-15 | 2008-11-20 | Crestcom, Inc. | RF Transmitter With Nonlinear Predistortion and Method Therefor |
US8548091B2 (en) | 2007-12-21 | 2013-10-01 | Apple Inc. | Measuring and correcting errors in a transmit chain with an IQ up-converter and IQ down-converter |
US8032102B2 (en) * | 2008-01-15 | 2011-10-04 | Axiom Microdevices, Inc. | Receiver second order intermodulation correction system and method |
US8718582B2 (en) | 2008-02-08 | 2014-05-06 | Qualcomm Incorporated | Multi-mode power amplifiers |
US9705477B2 (en) | 2008-04-30 | 2017-07-11 | Innovation Digital, LLC | Compensator for removing nonlinear distortion |
FR2934421B1 (en) | 2008-07-23 | 2010-08-13 | St Microelectronics Tours Sas | VALUE DETECTION OF AN IMPEDANCE OF A RADIO FREQUENCY SYSTEM |
JP5104623B2 (en) | 2008-07-29 | 2012-12-19 | 富士通株式会社 | Delay amount estimation apparatus and signal transmission apparatus |
US8412132B2 (en) | 2008-08-21 | 2013-04-02 | Freescale Semiconductor, Inc. | Techniques for adaptive predistortion direct current offset correction in a transmitter |
JP5205182B2 (en) | 2008-09-09 | 2013-06-05 | 株式会社日立国際電気 | Distortion compensation amplifier |
KR20100040497A (en) | 2008-10-10 | 2010-04-20 | 세원텔레텍 주식회사 | Multi-band repeater |
US8121560B1 (en) | 2008-10-23 | 2012-02-21 | Scintera Networks, Inc. | Pre-distortion with enhanced convergence for linearization |
WO2010056736A2 (en) | 2008-11-11 | 2010-05-20 | Axis Network Technology Ltd. | Resource efficient adaptive digital pre-distortion system |
US9634577B2 (en) | 2008-11-11 | 2017-04-25 | Massachusetts Institute Of Technology | Inverter/power amplifier with capacitive energy transfer and related techniques |
EP2353219B1 (en) | 2008-11-11 | 2018-05-02 | Massachusetts Institute of Technology | An asymmetric multilevel outphasing architecture for rf amplifiers |
JP5420887B2 (en) | 2008-12-05 | 2014-02-19 | 日本無線株式会社 | Distortion compensation device |
US8767857B2 (en) | 2009-05-14 | 2014-07-01 | Seyed Aidin BASSAM | Multi-cell processing architectures for modeling and impairment compensation in multi-input multi-output systems |
US8014263B2 (en) | 2009-08-19 | 2011-09-06 | Mitsubishi Electric Research Laboratories, Inc. | Cross-talk cancellation in cooperative wireless relay networks |
JP2011082953A (en) | 2009-09-10 | 2011-04-21 | Sumitomo Electric Ind Ltd | Amplification device, and wireless transmission device using the same |
US8306149B2 (en) | 2009-10-01 | 2012-11-06 | Texas Instruments Incorporated | Systems and methods of power amplifier digital pre-distortion |
US8731005B2 (en) | 2009-10-12 | 2014-05-20 | Kathrein-Werke Kg | Absolute timing and Tx power calibration of the Tx path in a distributed system |
US8185066B2 (en) | 2009-10-23 | 2012-05-22 | Sony Mobile Communications Ab | Multimode power amplifier with predistortion |
JP5334318B2 (en) * | 2009-11-30 | 2013-11-06 | ルネサスエレクトロニクス株式会社 | Semiconductor integrated circuit for communication and operation method thereof |
US8290086B2 (en) | 2009-12-09 | 2012-10-16 | Tamal Bose | Efficient outphasing transmitter |
US8351877B2 (en) | 2010-12-21 | 2013-01-08 | Dali Systems Co. Ltfd. | Multi-band wideband power amplifier digital predistorition system and method |
EP3110231B1 (en) | 2009-12-21 | 2018-05-02 | Dali Systems Co. Ltd. | High efficiency, remotely reconfigurable remote radio head unit system and method for wireless communications |
US8351543B2 (en) | 2009-12-21 | 2013-01-08 | Ubidyne, Inc. | Active antenna array with modulator-based pre-distortion |
JP2013519307A (en) | 2010-02-03 | 2013-05-23 | マサチューセッツ インスティテュート オブ テクノロジー | Radio frequency (RF) amplifier circuit and related techniques |
US8446979B1 (en) | 2010-03-02 | 2013-05-21 | Pmc-Sierra, Inc. | Predistortion with integral crest-factor reduction and reduced observation bandwidth |
US20110235734A1 (en) | 2010-03-26 | 2011-09-29 | Peter Kenington | Active antenna array having a single dpd lineariser and a method for predistortion of radio signals |
IL212379A0 (en) | 2010-04-19 | 2011-06-30 | Designart Networks Ltd | A method and apparatus crest-factor reduction in telecommunications systems |
US8203386B2 (en) | 2010-05-04 | 2012-06-19 | Nxp B.V. | Reconfigurable outphasing Chireix amplifiers and methods |
US8174322B2 (en) | 2010-05-04 | 2012-05-08 | Nxp B.V. | Power control of reconfigurable outphasing chireix amplifiers and methods |
CN102387579B (en) | 2010-09-03 | 2016-01-20 | 中兴通讯股份有限公司 | The Poewr control method of cognitive radio system and device |
US8619903B2 (en) | 2010-10-14 | 2013-12-31 | Kathrein-Werke Kg | Crest factor reduction for a multicarrier-signal with spectrally shaped single-carrier cancelation pulses |
US8615208B2 (en) | 2010-11-02 | 2013-12-24 | Crestcom, Inc. | Transmitter linearized in response to signal magnitude derivative parameter and method therefor |
US8489047B2 (en) | 2010-11-02 | 2013-07-16 | Crestcom, Inc. | Transmitter linearized using bias deviation gain adjustment and method therefor |
EP2641327B8 (en) | 2010-11-16 | 2014-12-10 | Telefonaktiebolaget L M Ericsson (publ) | Non-linear model with tap output normalization |
EP2641326B1 (en) | 2010-11-16 | 2015-01-07 | Telefonaktiebolaget L M Ericsson (publ) | Configurable basis-function generation for nonlinear modeling |
WO2012066383A1 (en) | 2010-11-16 | 2012-05-24 | Telefonaktiebolaget Lm Ericsson (Publ) | Orthogonal basis function set for ditigal predistorter |
JP5556643B2 (en) | 2010-12-17 | 2014-07-23 | 富士通株式会社 | Amplifying device and distortion compensation method |
JP5658552B2 (en) | 2010-12-20 | 2015-01-28 | キヤノン株式会社 | Display control apparatus, control method therefor, program, and recording medium |
US8644437B2 (en) | 2011-01-07 | 2014-02-04 | Massachusetts Institute Of Technology | Digital compensation of a nonlinear system |
US9184710B2 (en) | 2011-02-09 | 2015-11-10 | Intel Corporation | Digital predistortion of a power amplifier for signals comprising widely spaced carriers |
US8908751B2 (en) | 2011-02-28 | 2014-12-09 | Intel Mobile Communications GmbH | Joint adaptive bias point adjustment and digital pre-distortion for power amplifier |
CN103493367B (en) | 2011-03-28 | 2016-06-08 | 中兴通讯股份有限公司 | Carry out method and the predistorter of predistortion |
US8711976B2 (en) | 2011-05-12 | 2014-04-29 | Andrew Llc | Pre-distortion architecture for compensating non-linear effects |
US8537041B2 (en) | 2011-05-12 | 2013-09-17 | Andrew Llc | Interpolation-based digital pre-distortion architecture |
EP2710740A1 (en) | 2011-05-20 | 2014-03-26 | Telefonaktiebolaget LM Ericsson (PUBL) | Dynamic cancellation of passive intermodulation interference |
KR101773091B1 (en) | 2011-05-20 | 2017-08-30 | 엘지이노텍 주식회사 | A light emitting device and a method of fabricating the same |
US8761698B2 (en) | 2011-07-27 | 2014-06-24 | Intel Mobile Communications GmbH | Transmit circuit, method for adjusting a bias of a power amplifier and method for adapting the provision of a bias information |
US8519789B2 (en) | 2011-08-03 | 2013-08-27 | Scintera Networks, Inc. | Pre-distortion for fast power transient waveforms |
US8767869B2 (en) | 2011-08-18 | 2014-07-01 | Qualcomm Incorporated | Joint linear and non-linear cancellation of transmit self-jamming interference |
US8576943B2 (en) | 2011-09-09 | 2013-11-05 | Telefonaktiebolaget L M Ericsson (Publ) | Linearization for a single power amplifier in a multi-band transmitter |
CN104205704B (en) | 2011-09-15 | 2017-08-22 | 英特尔公司 | digital pre-distortion filter system and method |
US8391809B1 (en) | 2011-10-13 | 2013-03-05 | Futurewei Technologies, Inc. | System and method for multi-band predistortion |
US8817859B2 (en) | 2011-10-14 | 2014-08-26 | Fadhel Ghannouchi | Digital multi-band predistortion linearizer with nonlinear subsampling algorithm in the feedback loop |
KR20140084294A (en) | 2011-10-27 | 2014-07-04 | 엘에스아이 코포레이션 | Digital processor having instruction set with complex exponential non-linear function |
US9215120B2 (en) | 2011-12-21 | 2015-12-15 | Telefonaktiebolaget L M Ericsson (Publ) | Multi-band crest factor reduction |
US9071207B2 (en) | 2012-02-03 | 2015-06-30 | Telefonaktiebolaget L M Ericsson (Publ) | Predistortion of concurrent multi-band signal to compensate for PA non-linearity |
CN102594749A (en) | 2012-02-28 | 2012-07-18 | 中兴通讯股份有限公司 | Digital pre-distortion processing method and device |
US8634494B2 (en) | 2012-03-19 | 2014-01-21 | Telefonaktiebolaget L M Ericsson (Publ) | Bandpass sampling schemes for observation receiver for use in PA DPD system for concurrent multi-band signals |
US8731105B2 (en) | 2012-03-22 | 2014-05-20 | Telefonaktiebolaget L M Ericsson (Publ) | Multi-rate filter and filtering method for digital pre-distorters |
JP5918439B2 (en) | 2012-03-29 | 2016-05-18 | ニヴァロックス−ファー ソシエテ アノニム | Flexible escape mechanism with balance without rollers |
GB2500708B (en) | 2012-03-30 | 2016-04-13 | Nujira Ltd | Determination of envelope shaping and signal path predistortion of an ET amplification stage using device characterisation data |
WO2013170116A2 (en) | 2012-05-10 | 2013-11-14 | Massachusetts Institute Of Technology | Fixed point, piece-wise-linear fitting technique and related circuits |
US8787494B2 (en) | 2012-06-11 | 2014-07-22 | Telefonaktiebolaget L M Ericsson (Publ) | Modeling digital predistorter |
US8923787B2 (en) | 2012-07-05 | 2014-12-30 | Pierre-André LAPORTE | Low sampling rate adaptation scheme for dual-band linearization |
US8855174B2 (en) * | 2012-08-10 | 2014-10-07 | Alcatel Lucent | Frequency agile multiband transmitter using a radio frequency digital to analog converter |
US8666336B1 (en) | 2012-08-16 | 2014-03-04 | Xilinx, Inc. | Digital pre-distortion with model-based order estimation |
US8890609B2 (en) | 2012-11-20 | 2014-11-18 | Telefonaktiebolaget L M Ericsson (Publ) | Systems and methods for band-limited adaptation for PA linearization |
US9014299B2 (en) | 2012-12-07 | 2015-04-21 | Maxim Integrated Products, Inc. | Digital pre-distortion system for radio frequency transmitters with reduced sampling rate in observation loop |
US8917792B2 (en) * | 2012-12-12 | 2014-12-23 | Motorola Mobility Llc | Method and apparatus for the cancellation of intermodulation and harmonic distortion in a baseband receiver |
IL223619A (en) | 2012-12-13 | 2017-08-31 | Elta Systems Ltd | System and method for coherent processing of signals of a plurality of phased arrays |
US8897352B2 (en) | 2012-12-20 | 2014-11-25 | Nvidia Corporation | Multipass approach for performing channel equalization training |
US9680434B2 (en) | 2012-12-28 | 2017-06-13 | Mediatek, Inc. | Method and apparatus for calibrating an envelope tracking system |
CN103051574B (en) | 2013-01-16 | 2016-05-11 | 大唐移动通信设备有限公司 | Digital pre-distortion processing method and system |
CN103974395B (en) | 2013-01-29 | 2018-04-10 | 中兴通讯股份有限公司 | The power regulating method and device of power detection before a kind of digital pre-distortion based on low delay |
WO2014122771A1 (en) | 2013-02-08 | 2014-08-14 | パイオニア株式会社 | Diversity reception apparatus, diversity reception method, reception program, and recording medium |
US8989307B2 (en) | 2013-03-05 | 2015-03-24 | Qualcomm Incorporated | Power amplifier system including a composite digital predistorter |
US9312894B2 (en) | 2013-03-07 | 2016-04-12 | Nec Corporation | Radio transmitting device and radio transmitting method |
US20140274105A1 (en) * | 2013-03-14 | 2014-09-18 | Qualcomm Incorporated | Systems and methods for coexistence in wlan and lte communications |
WO2014151302A1 (en) | 2013-03-22 | 2014-09-25 | Massachusetts Institute Of Technology | Hardware-efficient compensator for outphasing power amplifiers |
KR101975830B1 (en) | 2013-04-02 | 2019-05-09 | 한국전자통신연구원 | Beam forming device and method for forming beam thereof |
CN105122802A (en) * | 2013-04-17 | 2015-12-02 | 韦勒斯标准与技术协会公司 | Video signal processing method and apparatus |
US9923595B2 (en) | 2013-04-17 | 2018-03-20 | Intel Corporation | Digital predistortion for dual-band power amplifiers |
EP2793419A1 (en) | 2013-04-17 | 2014-10-22 | Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. | Data transfer method, device and system |
US9214969B2 (en) | 2013-05-09 | 2015-12-15 | King Fahd University Of Petroleum And Minerals | Scalable digital predistortion system |
US9595982B2 (en) | 2013-05-20 | 2017-03-14 | Analog Devices, Inc. | Relaxed digitization system linearization |
US9385762B2 (en) | 2013-05-22 | 2016-07-05 | Telefonaktiebolaget L M Ericsson (Publ) | Linearization of intermodulation bands for concurrent dual-band power amplifiers |
US9252718B2 (en) | 2013-05-22 | 2016-02-02 | Telefonaktiebolaget L M Ericsson (Publ) | Low complexity digital predistortion for concurrent multi-band transmitters |
US9331882B2 (en) | 2013-06-05 | 2016-05-03 | Telefonaktiebolaget L M Ericsson (Publ) | Crest factor reduction of carrier aggregated signals |
CN104301268B (en) | 2013-07-19 | 2019-05-21 | 中兴通讯股份有限公司 | Multichannel pre-distortion method and device |
CN105556860B (en) | 2013-08-09 | 2018-04-03 | 库姆网络公司 | The system and method eliminated for non-linear, digital self-interference |
GB2519361B (en) | 2013-10-21 | 2015-09-16 | Nujira Ltd | Reduced bandwidth of signal in an envelope path for envelope tracking system |
US9236996B2 (en) | 2013-11-30 | 2016-01-12 | Amir Keyvan Khandani | Wireless full-duplex system and method using sideband test signals |
DE102013114797B4 (en) * | 2013-12-23 | 2021-06-10 | Apple Inc. | Transceiver device and method for generating a compensation signal |
WO2015107392A1 (en) | 2014-01-16 | 2015-07-23 | Telefonaktiebolaget L M Ericsson (Publ) | Systems and methods for basis function orthogonalization for digital predistortion |
US9209841B2 (en) | 2014-01-28 | 2015-12-08 | Scintera Networks Llc | Adaptively controlled digital pre-distortion in an RF power amplifier using an integrated signal analyzer with enhanced analog-to-digital conversion |
US9184784B2 (en) | 2014-03-10 | 2015-11-10 | Texas Instruments Incorporated | Method and apparatus for digital predistortion for a switched mode power amplifier |
GB2525173B (en) | 2014-04-08 | 2016-08-31 | Analog Devices Global | Active antenna system and methods of determining intermodulation distortion performance |
US10333474B2 (en) | 2014-05-19 | 2019-06-25 | Skyworks Solutions, Inc. | RF transceiver front end module with improved linearity |
US9337782B1 (en) | 2014-05-21 | 2016-05-10 | Altera Corporation | Methods and apparatus for adjusting transmit signal clipping thresholds |
BR112016026017B1 (en) | 2014-05-27 | 2022-11-22 | Telefonaktiebolaget Lm Ericsson (Publ) | METHOD PERFORMED BY A RADIO NODE, RADIO NODE, AND, BEARER |
US9525453B2 (en) * | 2014-06-10 | 2016-12-20 | Apple Inc. | Intermodulation cancellation of third-order distortion in an FDD receiver |
US9252821B2 (en) | 2014-06-27 | 2016-02-02 | Freescale Semiconductor, Inc. | Adaptive high-order nonlinear function approximation using time-domain volterra series to provide flexible high performance digital pre-distortion |
US9628119B2 (en) | 2014-06-27 | 2017-04-18 | Nxp Usa, Inc. | Adaptive high-order nonlinear function approximation using time-domain volterra series to provide flexible high performance digital pre-distortion |
US20160034421A1 (en) | 2014-08-01 | 2016-02-04 | Infineon Technologies Ag | Digital pre-distortion and post-distortion based on segmentwise piecewise polynomial approximation |
US9226189B1 (en) | 2014-08-18 | 2015-12-29 | Nokia Solutions And Networks Oy | Monitoring health of a predistortion system |
US9735741B2 (en) | 2014-08-28 | 2017-08-15 | Analog Devices Global | Receivers for digital predistortion |
US9564876B2 (en) | 2014-09-22 | 2017-02-07 | Nanosemi, Inc. | Digital compensation for a non-linear analog receiver |
US9907085B2 (en) | 2014-09-26 | 2018-02-27 | Avago Technologies General Ip (Singapore) Pte. Ltd. | WIFI-coordinated LAA-LTE |
EP3197045B1 (en) | 2014-10-31 | 2018-09-19 | Huawei Technologies Co., Ltd. | Curve fitting circuit, analog predistorter and radio frequency signal transmitter |
US9461597B2 (en) | 2014-11-05 | 2016-10-04 | King Fahd University Of Petroleum And Minerals | Weighted memory polynomial method and system for power amplifiers predistortion |
WO2016074218A1 (en) | 2014-11-14 | 2016-05-19 | 华为技术有限公司 | Analog predistorter core module and analog predistorter system |
US9130628B1 (en) | 2014-12-24 | 2015-09-08 | Freescale Semiconductor, Inc. | Digital pre-distorter |
WO2016106508A1 (en) | 2014-12-29 | 2016-07-07 | 华为技术有限公司 | Control method and apparatus for digital pre-distortion correction coefficient |
US9722646B1 (en) | 2014-12-31 | 2017-08-01 | Physical Optics Corporation | Integrative software radio frequency management system and method for compensation of nonlinear response in radio frequency devices |
US9831899B1 (en) | 2015-01-13 | 2017-11-28 | Physical Optics Corporation | Integrative software radio |
US9825360B2 (en) | 2015-01-19 | 2017-11-21 | Raytheon Company | Side lobe modulation system and related techniques |
US9774476B2 (en) | 2015-01-22 | 2017-09-26 | Telefonaktiebolaget Lm Ericsson (Publ) | Adaptive signal linearization |
US9590664B2 (en) | 2015-02-16 | 2017-03-07 | Telefonaktiebolaget Lm Ericsson (Publ) | Method to improve active antenna system performance in the presence of mutual coupling |
US9998241B2 (en) | 2015-02-19 | 2018-06-12 | Mediatek Inc. | Envelope tracking (ET) closed-loop on-the-fly calibration |
WO2016151518A1 (en) | 2015-03-26 | 2016-09-29 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and apparatus for multiband predistortion using time-shared adaptation loop |
WO2016187055A1 (en) | 2015-05-15 | 2016-11-24 | Crocus Technology Inc. | Mram-based pre-distortion linearization and amplification circuits |
US9509350B1 (en) | 2015-06-11 | 2016-11-29 | Infineon Technologies Ag | Devices and methods for adaptive crest factor reduction in dynamic predistortion |
CN105024960B (en) | 2015-06-23 | 2018-11-09 | 大唐移动通信设备有限公司 | A kind of DPD system |
US9590567B2 (en) | 2015-07-02 | 2017-03-07 | Xilinx, Inc. | Moving mean and magnitude dual path digital predistortion |
JP2017059963A (en) * | 2015-09-15 | 2017-03-23 | 富士通株式会社 | Radio equipment and distortion cancellation method |
US9673847B1 (en) | 2015-11-25 | 2017-06-06 | Analog Devices, Inc. | Apparatus and methods for transceiver calibration |
WO2017091468A1 (en) * | 2015-11-25 | 2017-06-01 | Commscope Technologies Llc | A method and apparatus for successive order nonlinear passive intermodulation distortion cancellation |
US9590668B1 (en) | 2015-11-30 | 2017-03-07 | NanoSemi Technologies | Digital compensator |
CN105634539B (en) * | 2015-12-31 | 2018-10-30 | 华为技术有限公司 | A kind of interference elimination method and device |
US9825657B2 (en) | 2016-01-12 | 2017-11-21 | Google Inc. | Digital pre-distortion linearization for mobile communication |
US9749161B1 (en) | 2016-02-23 | 2017-08-29 | Nxp Usa, Inc. | Fixed-point conjugate gradient digital pre-distortion (DPD) adaptation |
EP3430778B1 (en) | 2016-03-18 | 2022-09-21 | Jariet Technologies, Inc. | Multi-channel, multi-band linearized digital transceivers |
JP6583096B2 (en) | 2016-03-30 | 2019-10-02 | 富士通株式会社 | Distortion compensation apparatus and distortion compensation method |
EP3286839B1 (en) | 2016-05-17 | 2019-04-03 | Telefonaktiebolaget LM Ericsson (publ) | Apparatus and method for identification and compensation of distortion in a multi-antenna system |
US10033413B2 (en) | 2016-05-19 | 2018-07-24 | Analog Devices Global | Mixed-mode digital predistortion |
US10224970B2 (en) | 2016-05-19 | 2019-03-05 | Analog Devices Global | Wideband digital predistortion |
US9768812B1 (en) * | 2016-06-10 | 2017-09-19 | At&T Intellectual Property I, L.P. | Facilitation of passive intermodulation cancellation |
EP3523856A4 (en) | 2016-10-07 | 2020-06-24 | NanoSemi, Inc. | Beam steering digital predistortion |
US10153794B2 (en) | 2016-12-02 | 2018-12-11 | Mediatek, Inc. | Transmitter, communication unit and method for limiting spectral re-growth |
US10172143B2 (en) * | 2017-02-06 | 2019-01-01 | Intel Corporation | Second order intermodulation cancelation for RF transceivers |
EP3586439A4 (en) | 2017-02-25 | 2021-01-06 | NanoSemi, Inc. | Multiband digital predistorter |
US9935810B1 (en) | 2017-03-07 | 2018-04-03 | Xilinx, Inc. | Method and apparatus for model identification and predistortion |
US10148230B2 (en) | 2017-03-28 | 2018-12-04 | Innophase, Inc. | Adaptive digital predistortion for polar transmitter |
JP2018182508A (en) * | 2017-04-11 | 2018-11-15 | 富士通株式会社 | Device and method for distortion cancellation |
US10141961B1 (en) | 2017-05-18 | 2018-11-27 | Nanosemi, Inc. | Passive intermodulation cancellation |
US9973370B1 (en) | 2017-06-06 | 2018-05-15 | Intel IP Corporation | Memory predistortion in bandwidth limited envelope tracking |
KR20200015736A (en) | 2017-06-09 | 2020-02-12 | 나노세미, 인크. | Subsampled Linearization System |
EP3635927A4 (en) | 2017-06-09 | 2020-07-01 | Nanosemi, Inc. | Crest factor reduction |
US10581470B2 (en) | 2017-06-09 | 2020-03-03 | Nanosemi, Inc. | Linearization system |
US11115067B2 (en) | 2017-06-09 | 2021-09-07 | Nanosemi, Inc. | Multi-band linearization system |
US10931318B2 (en) | 2017-06-09 | 2021-02-23 | Nanosemi, Inc. | Subsampled linearization system |
US11323188B2 (en) | 2017-07-12 | 2022-05-03 | Nanosemi, Inc. | Monitoring systems and methods for radios implemented with digital predistortion |
US10623118B2 (en) | 2017-07-27 | 2020-04-14 | Bae Systems Information And Electronic Systems Integration Inc. | Modular multi-channel RF calibration architecture for linearization |
KR102425578B1 (en) | 2017-08-08 | 2022-07-26 | 삼성전자주식회사 | Method and apparatus for recognizing an object |
US10469109B2 (en) | 2017-09-19 | 2019-11-05 | Qualcomm Incorporated | Predistortion for transmitter with array |
US10079699B1 (en) | 2017-10-02 | 2018-09-18 | Cypress Semiconductor Corporation | Stable modulation index calibration and dynamic control |
US11303251B2 (en) | 2017-10-02 | 2022-04-12 | Nanosemi, Inc. | Digital predistortion adjustment based on determination of load condition characteristics |
WO2019094713A1 (en) | 2017-11-13 | 2019-05-16 | Nanosemi, Inc. | Spectrum shaping crest factor reduction |
WO2019094720A1 (en) | 2017-11-13 | 2019-05-16 | Nanosemi, Inc. | Non-linear equalizer in communication receiver devices |
US10644657B1 (en) | 2018-05-11 | 2020-05-05 | Nanosemi, Inc. | Multi-band digital compensator for a non-linear system |
JP2021523629A (en) | 2018-05-11 | 2021-09-02 | ナノセミ, インク.Nanosemi, Inc. | Digital compensator for nonlinear systems |
EP3804127A1 (en) | 2018-05-25 | 2021-04-14 | NanoSemi, Inc. | Digital predistortion in varying operating conditions |
US10931238B2 (en) | 2018-05-25 | 2021-02-23 | Nanosemi, Inc. | Linearization with envelope tracking or average power tracking |
US10826739B1 (en) | 2019-08-01 | 2020-11-03 | Nanosemi, Inc. | Systems and methods for efficient clipping in crest factor reduction processes |
-
2017
- 2017-05-18 US US15/598,613 patent/US10141961B1/en active Active
-
2018
- 2018-05-17 CN CN201880032998.XA patent/CN110663191A/en active Pending
- 2018-05-17 KR KR1020197037481A patent/KR20200008605A/en unknown
- 2018-05-17 WO PCT/US2018/033158 patent/WO2018213558A1/en unknown
- 2018-05-17 EP EP18731578.3A patent/EP3625890A1/en not_active Withdrawn
- 2018-05-17 US US16/614,534 patent/US11664836B2/en active Active
- 2018-05-17 JP JP2019562329A patent/JP2020520182A/en active Pending
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US10141961B1 (en) | 2018-11-27 |
JP2020520182A (en) | 2020-07-02 |
WO2018213558A1 (en) | 2018-11-22 |
CN110663191A (en) | 2020-01-07 |
US20200177229A1 (en) | 2020-06-04 |
US11664836B2 (en) | 2023-05-30 |
EP3625890A1 (en) | 2020-03-25 |
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