WO2012042490A2 - Method and device for cancelling doppler shift induced inter carrier interference in an ofdm communication system by using signal pre-distortion - Google Patents
Method and device for cancelling doppler shift induced inter carrier interference in an ofdm communication system by using signal pre-distortion Download PDFInfo
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- WO2012042490A2 WO2012042490A2 PCT/IB2011/054278 IB2011054278W WO2012042490A2 WO 2012042490 A2 WO2012042490 A2 WO 2012042490A2 IB 2011054278 W IB2011054278 W IB 2011054278W WO 2012042490 A2 WO2012042490 A2 WO 2012042490A2
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2657—Carrier synchronisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L25/03343—Arrangements at the transmitter end
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L25/03821—Inter-carrier interference cancellation [ICI]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2626—Arrangements specific to the transmitter only
- H04L27/2646—Arrangements specific to the transmitter only using feedback from receiver for adjusting OFDM transmission parameters, e.g. transmission timing or guard interval length
Definitions
- OFDM Orthogonal Frequency Division Multiplexing
- OFDM Orthogonal Frequency Division Multiplexing
- US 2007/0030798 shows a Doppler frequency calculating apparatus that calculates a Doppler frequency, which is the magnitude of a time-dependent fluctuation of a characteristic of the transmission path through which an orthogonal frequency- division multiplexing (OFDM) signal is transmitted. It is an object of the application to provide an improved method of data transmission for OFDM communication systems in the presence of a relative movement between a sending unit and a receiving unit. This and other objects are solved by the subject matter of the application. If a sending unit and a receiving unit of a wireless radio link move relative to each other with a velocity v and v ⁇ Cc holds, the received signal experiences a frequency shift Af due to the Doppler effect according to
- Co stands for the velocity of light in vacuum and fo for the signal frequency.
- Af the frequency shift Af is constant for the entire signal spectrum. It is positive, if the sending unit and the receiving unit approach each other and negative it they move away from each other.
- the Doppler shifted carrier functions are no longer orthogonal and a superposition of signals is received on the various sub-carriers (also called carriers for brevity) .
- This effect is known as inter carrier interference (ICI) and leads to a marked deterioration of the signal to noise ratio (SNR) on the various sub-carriers and causes an increased frequency of bit errors or even the interruption of the radio link.
- ICI inter carrier interference
- SNR signal to noise ratio
- the carrier functions are also referred to as "SI carrier functions" .
- SI carrier functions a transmitted pulse is obtained by modulating a sub-carrier, which is given by a rectangular pulse, with a sinusoid signal. Amplitude and phase of the sinusoid function are used to represent a symbol to be transmitted.
- the sub-carrier and also the transmitted pulses correspond to sine- or SI- functions in the frequency domain. Modulation of a carrier signal may be carried out by modulation of an analog carrier signal or by digital signal processing .
- the application provides an increase in the transmission frequencies and the data rates and hence the carrier distance, which makes standard OFDM effectively usable for communication systems with high velocities of the participants, such as for planes, UAVs, cruise missiles and satellites.
- the application discloses a transmitter for generating an OFDM signal that comprises a Doppler pre-distortion unit with an input section for receiving a data vector S .
- the data vector is generated from data of a data source using a symbol mapper.
- the data source may be provided, for example, by a camera, a microphone or another input device or also a computer readable memory in which multimedia files or other data is stored.
- the transmitter further comprises an OFDM modulator and a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value.
- the Doppler shift value can be a characteristic value for the Doppler shift or also a higher-level data type such as a vector or matrix that can later be used to calculate the pre-distortion matrix.
- the Doppler Shift value can also be identical with the pre-distortion matrix.
- the Doppler pre-distortion unit is adapted to generate a pre-distorted data vector S PD from the data vector S, wherein the components of the pre-distorted vector S PD and of the data vector S represent data symbols.
- a data symbol does not only represent binary data but also refers to data that is sent together in one time slot and/or frequency slot, for example the data that is represented by a constellation point of a QAM modulator.
- the pre-distorted data vector S PD is a linear function of the data vector S and is dependent on the Doppler shift value.
- the OFDM modulator is adapted to generate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S PD.
- the linear dependence of the pre-distorted data vector S PD as function of the data vector S applies to the Doppler correction itself.
- further correction terms may be added, such as a constant value. This can result altogether in a non-linear function for the pre-distorted data vector S PD.
- the transmitter may further comprise a Doppler pilot signal generation unit, which is adapted to generate a Doppler pilot signal on a sub carrier.
- the pilot signal may be generated by setting only one input of an IDFT to a constant value and the other inputs to zero.
- the Doppler pre-distortion unit may be adapted to derive the linear function of the data vector S from one or more look-up tables which are selected ac- cording to the Doppler shift value.
- the Doppler pre-distortion unit is adapted to store the Doppler shift value as a pre-distortion matrix and derive the linear function of the data vector S from the pre-distortion matrix.
- the pre-distortion matrix is calculated from a predetermined Doppler shift that the transmitter determines from an external input signal.
- the Doppler pre-distortion unit may further be adapted to derive the pre-distorted vector S PD from a sum of the linear function and one or more non-linear correction terms in order to incorporate further corrections .
- the transmitter may further comprise a Pilot Insertion unit for inserting the Doppler Pilot signal into an OFDM data frame.
- the transmitter may comprises a multiplexer and an OFDM modulator, wherein the multiplexer is connected to the Doppler pre-distortion unit and the OFDM modulator is connected to the multiplexer, the OFDM modulator comprising an IDFT calculation unit which is adapted to generate an IDFT of the pre-distorted data vector S PD, and wherein the OFDM modulator is further adapted to generate an OFDM signal based on output of the IDFT calculation unit.
- the application furthermore discloses a receiver for receiving OFDM signals, which comprises an RF receiver wherein the radiofrequency RF can be an electro-magnetic wave of any frequency from a few kHz to several GHz, in principle even light.
- the receiver furthermore comprises a demodulator that is connected to the RF receiver, a de-multiplexer that is connected to the demodulator, and a Doppler estimation unit that is connected to the de-multiplexer.
- the Doppler estimation unit is adapted to generate an estimate of a Doppler shift based on amplitudes of a received OFDM signal at sub- carrier frequencies, the sub-carrier frequencies being frequencies of sub-carriers that are neighbours to a pilot sub- carrier frequency.
- the neighbours are next neighbours because their amplitude is higher than that of other sub-carriers, which leads to an enhanced precision. It works in principle also with the n-th next neighbours, either alternatively or in addition to the next neighbours. For a good accuracy it is furthermore advantageous to use a pilot sub-carrier frequency that is at or at least close to, for example within +/- 2 sub-carrier distances, the centre of an OFDM frequency band.
- the application furthermore discloses an OFDM communication unit which comprising the aforementioned transmitter according and the aforementioned receiver. Moreover, the application discloses an OFDM communication system with a first communication unit, which comprises at least the aforementioned transmitter and a second communication unit that comprising at least the aforementioned receiver.
- the application furthermore discloses a method for transmitting and processing a Doppler pilot signal comprising
- pilot signal uses a pilot sub- carrier, the pilot sub-carrier being chosen from a plurality of OFDM sub-carriers;
- the sub-carrier frequencies being frequencies of neighbours, especially of next neighbours, of the pilot sub carrier;
- the method may also comprise steps of inserting a Doppler pilot symbol into an OFDM frame to be transmitted and generating the Doppler pilot symbol according to the Doppler pilot symbol .
- the method for estimating a Doppler frequency shift of a relative movement between a first OFDM communication unit and a second OFDM communication unit may furthermore comprise steps of
- the step of deriving the estimated velocity may furthermore comprise the aforementioned steps of transmitting and processing a Doppler pilot signal.
- the step of deriving the estimated velocity may also comprise a derivation of the estimated velocity from location signals, the location signals being received via an RF receiver of the second communication unit.
- the application furthermore discloses a method for transmitting pre-distorted OFDM signals over a communication channel, the method comprising
- deriving a data vector S from the input data pre-distorting the data vector S to obtain a pre- distorted data vector S PD, wherein the step of pre- distorting comprises obtaining the pre-distorted data vector S PD as a linear function of the data vector wherein the linear function of the data vector S depends on a Doppler frequency shift;
- a method for transmitting pre-distorted OFDM signals which further comprises deriving the Doppler frequency shift according to one of the claims 12 to 14 and using the derived Doppler frequency shift in the step of pre-distorting the data vector S.
- the application furthermore iscloses a computer readable program for executing one o the aforementioned methods and a computer readable memory wi the computer readable program.
- the application discloses one or more signal processing units, the signal processing units each comprising a microprocessor, an instruction processor and a computer readable memory, the one ore more computer readable memories comprising the computer readable program.
- the one each comprise a microprocessor and a hard-wired circuit for executing one of the aforementioned methods .
- the computer programs, and signal processors may located be on a first and on a second communication unit in which case the word computer program/memory refers to both the first and the second communication unit.
- Fig. 2 shows frequency-amplitude diagrams for sub-channel signals of a sent signal and of a received signal in the presence of a Doppler shift
- Fig. 3 shows frequency-amplitude diagrams for sub-channel signals of a sent signal and of a received signal in the presence of a Doppler shift using a pre- distorted signal
- Fig. 4 shows a communication system according to the application
- Fig. 5 shows quadrature coordinates derived from received signals for a Doppler shift of 0.01 sub carrier distances without the use of pre-distortion
- Fig. 6 shows quadrature coordinates derived from received signals for a Doppler shift of 0.01 sub carrier distances and using pre-distortion
- Fig. 7 shows quadrature coordinates derived from received signals for a Doppler shift of 0.05 sub carrier distances without the use of pre-distortion
- Fig. 8 shows quadrature coordinates derived from received signals for a Doppler shift of 0.05 sub carrier distances and using pre-distortion
- Fig. 9 shows a simplified design of a communication unit according to the application.
- a sent signal is pre-distorted based on an estimated Doppler shift.
- a frequency shift is determined with sufficient accuracy by using the transmission of a corresponding OFDM pilot symbol.
- the OFDM pilot symbol uses only one sub- carrier in the centre of the signal bandwidth, whereas the other sub-carriers are set to zero.
- the upper diagram of Fig. 1 shows a corresponding sub-carrier occupation for a system with 64 sub-carriers. Only the sub-carrier 33 at the centre of the bandwidth is assigned to the pilot signal.
- the Doppler shift Af and the loss of carrier function orthogonality the signal energy on the receiving side is distributed over the neighbouring sub-carriers. This is seen in the lower diagram of Fig. 1.
- the amplitude of a received signal does not correspond to a single sub-carrier amplitude.
- a Doppler shift compensation is based on the amplitude of received signals, so as to make the computations independent of phase rotations caused by the communication channel.
- the maximum Doppler shift is smaller than the frequency distance between two neighbouring sub-carriers, Af ⁇ 1.
- the relationship (1) provides a one-to-one mapping for the computation of the frequency shift from the ratio of the sig nal amplitudes of neighbouring carriers which is easy to implement and permits an accurate determination of the frequen cy shift also in the presence of additive white Gaussian noise (AWGN) or other noise.
- AWGN additive white Gaussian noise
- the accuracy of the method increases with the number of used sub-carriers.
- the relation (1) can be generalized by considering the second nearest neighbours: , wherein m
- a pilot signal is sent via a transmitter of a sending unit A to a receiver of a receiving unit B.
- the pilot signal uses a sub-carrier in the centre of the OFDM band and a predetermined sub-carrier amplitude, as shown in the upper diagram of Fig. 1.
- the receiving unit B receives a signal that is distributed over several sub-channels, as shown in the lower diagram of Fig. 1.
- the receiving unit B determines the Doppler shift Af according to equation (2) and sends this information back to the sending unit A.
- the pilot signal is generated by the receiving unit B after a communication with the sending unit B has been initiated, and the ratio r is evaluated by the sending unit A.
- a pilot signal for determina ⁇ tion of the Doppler shift is itself not pre-distorted but, rather, the Doppler shift is determined from the distortion of the pilot signal, which is known to the receiving unit or can be computed from values that are accessible to the re ⁇ DCving unit.
- the pilot symbol is transmitted regularly be ⁇ tween the communication units for determining an accurate frequency shift.
- the pilot symbol is inserted into each OFDM frame to be transmitted.
- the sending unit A sends a first message, for example a first OFDM frame, without pre- distortion.
- the first message may lead to a higher bit error rate than the following messages.
- the receiving unit B receives the first message and determines a Doppler shift from a pilot symbol that is included in the first message.
- the receiving unit B sends a response message, which includes the determined Doppler shift.
- the response message from the receiving unit B may be pre-distorted using the determined Doppler shift.
- the sending unit A receives the response mes ⁇ sage from the receiving unit B, stores the Doppler shift in a computer readable memory and uses the Doppler shift to pre- distort further messages according to the Doppler shift.
- the pilot symbol may be included only in only some of the messages.
- the pilot symbol may be sent after a pre-determined expiry time.
- a new determination of the Doppler-shift is started when one of the communication units determines a significant change of its movement. To determine a velocity change, position determination via a GPS, phone cell locations, acceleration sensors or other means may be used.
- the first communication unit uses the Doppler shift Af to pre-distort a signal to be sent.
- the Si-functions are replaced with the expression
- a frequency shift is determined with sufficient accuracy prior to a pre distortion of a signal to be transmitted.
- the frequency shift is determined by using a reception of the abovementioned pilot symbol.
- Further embodiments comprise the use of other system information to derive a relative movement such as the computation of a relative velocity from GPS data, especially from GPS data of the receiving unit or from other position data .
- the sending unit computes a pre-distorted signal.
- the distortion of a signal due to the Doppler shift can be represented by an interference matrix ⁇ of the size [N x N] , wherein N is the number of OFDM sub-carriers, which takes the form
- the elements ⁇ 3 ⁇ 4 ⁇ of the interference matrix determine the interference component of the 1-th sub-carrier on the kith sub-carrier, or, in other words, the proportion of the signal from the sub-carrier 1, which appears on sub-carrier k on the receiving side.
- the components of the interference matrix ⁇ and a given frequency shift Af is computed according to
- the inverse may be obtained by direct numerical calculation such as a variant of the Gaussian elimination algorithm or also by an iterative method, such as Jacobi iteration, conjugate gradient or oth- ers.
- a modulating means of the receiving unit modulates the sub- carrier according to the pre-distorted data vector and transmits the signal over a communication channel.
- a corresponding signal is received.
- the corresponding signal can be represented as a function of the pre- distorted signal, which represents the properties of the communication channel.
- the receiving unit demodulates the received signal.
- the sending unit and the receiving unit may comprise additional units which are not shown in Fig. 4 for simplicity, such as scrambler/descrambler , an interleaver/deinterleaver, a channel coding/decoding unit, digital analog converters (DACs) , analog digital converters (ADCs), low pass filters, oscillators for generating a carrier frequency and also fur- ther error correction means, such as the channel coding indicated in Fig. 4.
- additional units which are not shown in Fig. 4 for simplicity, such as scrambler/descrambler , an interleaver/deinterleaver, a channel coding/decoding unit, digital analog converters (DACs) , analog digital converters (ADCs), low pass filters, oscillators for generating a carrier frequency and also fur- ther error correction means, such as the channel coding indicated in Fig. 4.
- Fig. 3 shows the use of a pre-distortion according to the application.
- the OFDM system uses four sub-carriers and the data symbols are modulated by an amplitude modulation.
- the components of the data symbol S can also be used as the in-phase or quadrate components of QAM modulations.
- the data symbol S represents only half of the information while the other half is transmitted via the respective other components of the QAM modulation.
- the relative movement is such that a Doppler shift of 0.4 sub-carrier distances results.
- the amplitudes of the sent and of the received signal at the sub channels are indicated by arrows.
- S [3 1 1 3] is to be transmitted, in which the components correspond to sub carrier amplitudes, which are numbered by the indices 0, 1, 2, 3.
- Amplitudes of the amplitude modulation corresponding to discrete values are indicated in Figs. 2 and 3 in arbitrary units on the Y-axis and by corresponding horizontal lines.
- the sub-carrier frequencies are indicated in arbitrary units on the X-axis and by corresponding vertical lines.
- a signal is represented by the sum of the four frequency curves as shown in the lower diagrams of Figs. 2 and 3.
- the interference between sub-carrier signals can be represented by an interference matrix ⁇ with the following components:
- the resulting received signal is shown m the lower diagram of Fig. 2 in which the received signal, which is given by the sum of the individual signals from the four carriers, is indicated by a thick line. Accordingly, the following distorted data vector is derived from the demodulated signal:
- the sending unit generates a pre-distorted symbol by multiplying the symbol to be sent with the inverse of the interference matrix.
- a symbol S PZ3 [l .39 2.89 - 0.43 3.52] is obtained which is modulated and sent over the communication channel via a transmission antenna.
- the communication channel is assumed to be the same Doppler channel as above, which is characterized by the interference matrix ⁇ .
- the upper diagram of Fig. 3 shows a frequency-amplitude diagram that represents the sent signal and the lower diagram shows a frequency-amplitude diagram that represents the received signal.
- the amplitudes of the received signal coincide with amplitudes of the original signal at the positions of the four sub-carrier frequencies.
- the receiving unit uses the detected amplitudes at the sub-carrier frequencies to recover the original data vector S .
- a method according to the application is technically easier to realize as it can be done by simply adjusting the signal amplitude at the sending unit and it does not require a rescal- ing of pulse lengths or a tuning of oscillator frequencies.
- a system comprises a digital (time discrete) signal processing system.
- the sender comprises an IDFT unit for executing an inverse discrete Fourier transform and the receiving unit comprises a DFT unit for executing a discrete Fourier transform.
- the real part and imaginary parts of the IDFT input values and the DFT output values represent in-phase and quadrature amplitudes.
- the IDFT is used to transform the QAM components for the N sub-carriers into a time dependent complex valued signal, the real and imaginary part are converted into analog signals and up-converted into two 90° phase shifted signals.
- complex values are interpreted in the usual way by identifying phase and amplitude in the complex plane as phase and amplitude of a signal or of a digital representation of the signal. In a known way, the process is reversed at the receiver .
- the interference matrix also comprises complex valued exponential functions. More specifically, the elements of the interference matrix are given by the sine function or by the function (3) as before, but in addition they are multiplied by a complex exponential function. This is explained below in further detail.
- a data vector to be sent is given by the vector S N-1 ]
- the DFT is represented by the ma- trix
- the matrix F is multiplied by a normalization factor of 1/ ⁇ .
- the normalization factor 1/ ⁇ can also be attributed to the IDFT or a normalization factor of 1/VN can be attributed to both the DFT and the IDFT.
- the communication channel can be represented by a diagonal channel matrix H with the following elements
- the diagonal channel matrix H can be represented as a product of a diagonal matrix H D and a diagonal matrix H P which represent the Doppler shift and the phase shift, respectively, and which have the following elements:
- the received signal r is given by the relation
- the interference can be brought into the symmetric form:
- the receiving unit computes the pre-distorted data vector us ⁇ ing the interference matrix according to the relation
- phase rotation is corrected for using a known method, for example based on pilot sub-carriers.
- pilot sub- carrier refers to the sub-carrier that is used for sending a pilot signal to determine the phase shift.
- the pilot sub- carrier may also be used for sending a pilot signal to determine the Doppler shift according to the invention.
- Fig. 4 shows a flow diagram of an OFDM communication unit 10 according to the application.
- the communication unit 10 comprises a transmitter 11 and a receiver 12 for sending and receiving messages via a communication channel 13 to another communication unit, which is not shown in Fig. 4.
- the other communication unit may be of the type shown in Fig. 4 or also of the simpler type shown in Fig. 9, for example.
- a data source 14 is connected to an input of a channel coding and interleaving unit 15.
- An output of the channel coding and interleaving unit 15 is connected to an input of a symbol mapper 16.
- An output of the symbol mapper 16 is connected to an input of a channel estimation and pilot signal insertion unit 17 and an output of the channel estimation and pilot signal estimation unit 17 is connected to a Doppler pre-distortion unit 18.
- An output of the Doppler pre-distortion unit 18 is connected to an input of a multiplexer 19.
- a further input of the multiplexer 19 is connected to a Doppler pilot signal generation unit 20.
- An output of the multiplexer 19 is connected to an input of an OFDM modulator 21 and an output of the OFDM modulator 21 is connected to an input of an RF transmitter 22, which comprises a RF transmitter antenna.
- an output of an RF receiver 23 is connected to an input of an OFDM demodu- lator 24.
- An output of the OFDM demodulator is connected to an input of a de-multiplexer 25.
- An output of the demultiplexer 25 is connected to a channel correction unit 26.
- a further output of the de-multiplexer 25 is connected to a Doppler estimation unit 27.
- An output of the channel correction unit 26 is connected to an input of a symbol demapper 28.
- An output of the symbol demapper 28 is connected to an input of a channel decoding and deinterleaving unit 29.
- An output of the channel decoding and deinterleaving unit 29 is connected to a data sink 30.
- the receiver 12 may comprise further components such as a phase locked loop and an adaptive equalizer.
- the Doppler estimation unit is connected the Doppler pre-distortion unit.
- the Doppler estimation unit may also be connected to the multiplexer for sending the value of the estimated Doppler frequency back to a second communication unit.
- the communication unit may also be realized without a Doppler pre-distortion unit 18 and without the Doppler pilot signal generation unit 20. This is shown in Fig. 9.
- the pre-distortion is then provided by a second communication unit, for example a base station, to which the communication unit 10 is connected via the channel 13.
- pre-computed pre-distortion matrices or elements thereof are computed for various frequency shifts and are stored in look-up tables of the sending unit.
- Pre- distortion matrices for intermediate values of frequency shifts may be determined by interpolation of the pre-computed pre-distortion matrices.
- the receiving unit only needs to comprise an additional functionality for estimating the Doppler shift or the relative velocity and does not need to include further additional functionality.
- the use of pilot signals makes efficient use of the bandwidth as compared to known correction methods, such as for example the cancelling out of interferences by transmission of inverse signals on neighbouring sub-carrier frequencies.
- Figs . 5 to 8 show data obtained from an OFDM- system with 64 sub-carriers and using a 16-QAM (quadrature amplitude) modulation of data symbols.
- the abovementioned pre-distortion method is based on an adaptation of the sub- carrier amplitudes. Hence, it also applies to a QAM modulation or other modulation methods using amplitude as well as phase values.
- the data symbols are represented preferentially by discrete values but may also comprise continuous values, as in continuous QAM.
- the horizontal axis represents an "in-phase" coordinate and the vertical axis represents a "quadrature" coordinate which can be regarded as amplitudes of a sine and a cosine oscillation that are superposed to obtain a signal of an RF transmitter.
- QAM coordinates that are generated by the symbol mapper 16, to derive an input signal to an IDFT calculation unit within an OFDM modulator 21, as in the embodiment of Fig. 4.
- the circles in Figs. 5 to 8 represent received signals corresponding to a sent data symbol.
- the grid lines form a square grid around the discrete QAM amplitude and phase values. If the amplitude and phase pairs of received data symbols lie within the corresponding squares, they can be attributed uniquely to a QAM amplitude. Otherwise, bit errors will result .
- Fig. 9 shows a simpler embodiment of a communication unit 10' that does not comprise the Doppler pilot signal generation unit 20 and the Doppler pre-distortion unit 18 shown in Fig. 4.
- the Doppler pilot signal generation unit 20 and the Doppler pre-distortion unit 18 are provided by another communication unit, for example the communication unit 10 shown in Fig.4.
- the other communication unit is dedicated for downlink traffic, such as a radio base station .
- Fig. 10 shows a communication system comprising a first com- munication unit 10 and a second communication unit 10 ' ac- cording to the application.
- OFDM frames belonging to OFDM messages from communication unit 10 to communication unit 10' are indicated by rectangles 37 and OFDM frames belonging to OFDM messages from communication unit 10' to communication unit 10 are indicated by rectangles 38.
- the communication units 10, 10' comprise signal processing units 35, 35' respectively.
- the signal processing unit 35, 35' comprise components for processing and evaluating the OFDM frames, as shown in Fig. 4 or Fig. 9.
- the same antenna is used as RF transmitter 22 and as RF receiver 23. If different antennas are used for transmitting and receiving, the communication units 10, 10' may be adapted not to transmit during reception of a Doppler pilot signal.
- just a one way traffic of OFDM data packets 37 from the communication unit 10 to the communication unit 10 ' is provided and the Doppler shift estimate is transmitted back from the communication unit 10 ' to the communication unit 10 by other means, for example by a further modulation technique such as AM, QAM etc. and/or by a further communication channel .
- Transmitter for generating an OFDM signal comprising a Doppler pre-distortion unit with an input section for receiving a data vector S,
- a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value
- the Doppler pre-distortion unit is adapted to generate a pre-distorted data vector S PD from the data vector S,
- the components of the pre-distorted vector S PD and of the data vector S represent data symbols, wherein the pre-distorted data vector S PD is a linear function of the data vector S,
- the OFDM modulator is adapted to generate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S PD.
- Transmitter according to item 1 further comprising a Doppler pilot signal generation unit which is adapted to generate a Doppler pilot signal on a sub carrier.
- the Doppler pre-distortion unit is adapted to derive the linear function of the data vector S from one or more look-up tables which are selected according to the Doppler shift value.
- the Doppler pre-distortion unit is adapted to store the Doppler shift value as a pre-distortion matrix and derive the linear function of the data vector S from the pre-distortion matrix.
- the Doppler pre-distortion unit is adapted to derive the pre-distorted vector S PD from a sum of the linear function and one or more non-linear correction terms.
- a Pilot Insertion unit for inserting the Doppler Pilot signal into an OFDM data frame.
- the multiplexer is connected to the Doppler pre- distortion unit and the OFDM modulator is connected to the multiplexer, the OFDM modulator comprising an IDFT calculation unit which is adapted to generate an IDFT of the pre-distorted data vector S PD, and wherein the OFDM modulator is further adapted to generate an OFDM signal based on output of the IDFT calculation unit.
- Receiver for receiving OFDM signals comprising
- demodulator that is connected to the RF receiver
- demultiplexer that is connected to the demodulator
- the Doppler estimation unit is adapted to gener ate an estimate of a Doppler shift based on amplitudes of a received OFDM signal at sub-carrier frequencies, the sub-carrier frequencies being frequencies of sub- carriers that are neighbours to a pilot sub-carrier fre quency .
- OFDM communication unit comprising
- OFDM communication system comprising
- a first communication unit which comprises at least a transmitter according to one of the item 1 to 7 and a second communication unit comprising at least a receiver according to one of the items 8 to 9.
- Method for transmitting and processing a Doppler pilot signal comprising
- pilot signal uses a pilot sub-carrier, the pilot sub-carrier being chosen from a plurality of OFDM sub-carriers,
- the sub-carrier frequencies being frequencies of neighbours of the pilot sub carrier
- the generation of the pilot signal further comprising inserting a Doppler pilot symbol into an OFDM frame to be transmitted
- Method for estimating a Doppler frequency shift of a relative movement between a first OFDM communication unit and a second OFDM communication unit comprising deriving an estimated relative velocity of the s cond OFDM communication unit
- the step of deriving the estimated velocity comprises the steps of transmitting and processing a Doppler pilot signal according to one of the items 12 to 13.
- the step of deriving the estimated velocity comprises deriving the estimated velocity from location signals, the location signals being received via an RF receiver of the second communication unit.
- Method for transmitting pre-distorted OFDM signals over a communication channel comprising
- deriving a data vector S from the input data pre-distorting the data vector S to obtain a pre- distorted data vector S PD
- the step of pre-distorting comprises obtaining the pre- distorted data vector S PD as a linear function of the data vector wherein the linear function of the data vector S depends on a Doppler frequency shift
- deriving an OFDM signal from the pre-distorted data vector S PD wherein sub-carrier amplitudes of the OFDM signal are based on the components of the pre distorted data vector S PD, and
- Computer readable program for executing a method accord ⁇ ing to one of the items 12 to 18.
- One or more signal processing units each comprising
- a computer readable memory the one or more comput er readable memories comprising a computer readabl program according to item 19.
- One or more signal processing units each comprising
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Abstract
A Transmitter for generating an OFDM signal is disclosed that comprises a Doppler pre-distortion unit with an input section for receiving a data vector S, an OFDM modulator, a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value. The Doppler pre-distortion unit is adapted to generate a pre-distorted data vector S_PD from the data vector S. The components of the pre-distorted vector S_PD and of the data vector S represent data symbols and the pre-distorted data vector S_PD is a linear function of the data vector S, and the linear function is dependent on the Doppler shift value. The OFDM modulator is adapted to gener¬ ate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S_PD.
Description
TITLE
METHOD AND DEVICE FOR CANCELLING DOPPLER SHIFT INDUCED INTER CARRIER INTERFERENCE IN AN OFDM COMMUNICATION SYSTEM BY USING SIGNAL PRE-DISTORTION.
OFDM (Orthogonal Frequency Division Multiplexing) is a specific implementation of a multi carrier modulation method which is based on the use of orthogonal carrier signals for parallel data transmission. Different from other known multi carrier systems, the carrier distance can be diminished significantly through the orthogonality of the carrier functions. Hence, OFDM has established itself as a bandwidth ef- ficient method for data transmission. OFDM is used currently for DAB, DVB-T, WLAN and in fourth generation (4G) mobile phone protocols and it stands out especially in terms of robustness against multi path propagation effects and efficient use of bandwidth. US 2007/0030798 shows a Doppler frequency calculating apparatus that calculates a Doppler frequency, which is the magnitude of a time-dependent fluctuation of a characteristic of the transmission path through which an orthogonal frequency- division multiplexing (OFDM) signal is transmitted. It is an object of the application to provide an improved method of data transmission for OFDM communication systems in the presence of a relative movement between a sending unit and a receiving unit. This and other objects are solved by the subject matter of the application.
If a sending unit and a receiving unit of a wireless radio link move relative to each other with a velocity v and v << Cc holds, the received signal experiences a frequency shift Af due to the Doppler effect according to
wherein Co stands for the velocity of light in vacuum and fo for the signal frequency. Under the assumption of the narrowband approximation, which states that the signal bandwidth is considerably smaller than the mean frequency, the frequency shift Af is constant for the entire signal spectrum. It is positive, if the sending unit and the receiving unit approach each other and negative it they move away from each other.
If sending unit and receiving unit are stationary or move slowly with respect to each other (v*f0 << c0) , there is essentially no Doppler shift. Hence, the carrier functions of received signals are orthogonal and have essentially no overlap in the frequency domain.
If, on the other hand, the sending unit and the receiving unit move relative to each other, the Doppler shifted carrier functions are no longer orthogonal and a superposition of signals is received on the various sub-carriers (also called carriers for brevity) . This effect is known as inter carrier interference (ICI) and leads to a marked deterioration of the signal to noise ratio (SNR) on the various sub-carriers and causes an increased frequency of bit errors or even the interruption of the radio link.
Herein, the carrier functions are also referred to as "SI carrier functions" . In OFDM, a transmitted pulse is obtained
by modulating a sub-carrier, which is given by a rectangular pulse, with a sinusoid signal. Amplitude and phase of the sinusoid function are used to represent a symbol to be transmitted. The sub-carrier and also the transmitted pulses correspond to sine- or SI- functions in the frequency domain. Modulation of a carrier signal may be carried out by modulation of an analog carrier signal or by digital signal processing .
With the subject matter of the application, it is possible to operate OFDM systems even if the maximum Doppler shift is larger than 2% of the sub-carrier distance. The application provides an increase in the transmission frequencies and the data rates and hence the carrier distance, which makes standard OFDM effectively usable for communication systems with high velocities of the participants, such as for planes, UAVs, cruise missiles and satellites.
The application discloses a transmitter for generating an OFDM signal that comprises a Doppler pre-distortion unit with an input section for receiving a data vector S . The data vector is generated from data of a data source using a symbol mapper. The data source may be provided, for example, by a camera, a microphone or another input device or also a computer readable memory in which multimedia files or other data is stored. The transmitter further comprises an OFDM modulator and a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value. Herein, the Doppler shift value can be a characteristic value for the Doppler shift or also a higher-level data type such as a vector or matrix that can later be used to calculate the pre-distortion matrix. The Doppler Shift value can also be identical with the pre-distortion matrix. The Doppler pre-distortion unit is
adapted to generate a pre-distorted data vector S PD from the data vector S, wherein the components of the pre-distorted vector S PD and of the data vector S represent data symbols. As used herein, a data symbol does not only represent binary data but also refers to data that is sent together in one time slot and/or frequency slot, for example the data that is represented by a constellation point of a QAM modulator. The pre-distorted data vector S PD is a linear function of the data vector S and is dependent on the Doppler shift value. The OFDM modulator is adapted to generate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S PD.
The linear dependence of the pre-distorted data vector S PD as function of the data vector S applies to the Doppler correction itself. For other corrections, further correction terms may be added, such as a constant value. This can result altogether in a non-linear function for the pre-distorted data vector S PD.
The transmitter may further comprise a Doppler pilot signal generation unit, which is adapted to generate a Doppler pilot signal on a sub carrier. The pilot signal may be generated by setting only one input of an IDFT to a constant value and the other inputs to zero.
For computational efficiency, the Doppler pre-distortion unit may be adapted to derive the linear function of the data vector S from one or more look-up tables which are selected ac- cording to the Doppler shift value.
In a further embodiment, the Doppler pre-distortion unit is adapted to store the Doppler shift value as a pre-distortion
matrix and derive the linear function of the data vector S from the pre-distortion matrix. Herein, the pre-distortion matrix is calculated from a predetermined Doppler shift that the transmitter determines from an external input signal.
The Doppler pre-distortion unit may further be adapted to derive the pre-distorted vector S PD from a sum of the linear function and one or more non-linear correction terms in order to incorporate further corrections .
The transmitter may further comprise a Pilot Insertion unit for inserting the Doppler Pilot signal into an OFDM data frame. Moreover, the transmitter may comprises a multiplexer and an OFDM modulator, wherein the multiplexer is connected to the Doppler pre-distortion unit and the OFDM modulator is connected to the multiplexer, the OFDM modulator comprising an IDFT calculation unit which is adapted to generate an IDFT of the pre-distorted data vector S PD, and wherein the OFDM modulator is further adapted to generate an OFDM signal based on output of the IDFT calculation unit.
The application furthermore discloses a receiver for receiving OFDM signals, which comprises an RF receiver wherein the radiofrequency RF can be an electro-magnetic wave of any frequency from a few kHz to several GHz, in principle even light. The receiver furthermore comprises a demodulator that is connected to the RF receiver, a de-multiplexer that is connected to the demodulator, and a Doppler estimation unit that is connected to the de-multiplexer. The Doppler estimation unit is adapted to generate an estimate of a Doppler shift based on amplitudes of a received OFDM signal at sub- carrier frequencies, the sub-carrier frequencies being frequencies of sub-carriers that are neighbours to a pilot sub-
carrier frequency. Advantageously, the neighbours are next neighbours because their amplitude is higher than that of other sub-carriers, which leads to an enhanced precision. It works in principle also with the n-th next neighbours, either alternatively or in addition to the next neighbours. For a good accuracy it is furthermore advantageous to use a pilot sub-carrier frequency that is at or at least close to, for example within +/- 2 sub-carrier distances, the centre of an OFDM frequency band.
The application furthermore discloses an OFDM communication unit which comprising the aforementioned transmitter according and the aforementioned receiver. Moreover, the application discloses an OFDM communication system with a first communication unit, which comprises at least the aforementioned transmitter and a second communication unit that comprising at least the aforementioned receiver.
The application furthermore discloses a method for transmitting and processing a Doppler pilot signal comprising
generating a pilot signal with a predefined sub-carrier amplitude, wherein the pilot signal uses a pilot sub- carrier, the pilot sub-carrier being chosen from a plurality of OFDM sub-carriers;
sending the pilot signal (via a transmitter) of a first communication unit over a communication channel to a second communication unit;
receiving the pilot signal and evaluating signal amplitudes on sub-carrier frequencies, the sub-carrier frequencies being frequencies of neighbours, especially of next neighbours, of the pilot sub carrier;
determining a Doppler frequency shift from the signal amplitudes .
For use with OFDM frames, the method may also comprise steps of inserting a Doppler pilot symbol into an OFDM frame to be transmitted and generating the Doppler pilot symbol according to the Doppler pilot symbol .
The method for estimating a Doppler frequency shift of a relative movement between a first OFDM communication unit and a second OFDM communication unit may furthermore comprise steps of
deriving an estimated relative velocity of the second OFDM communication unit (relative to first comm. unit) ; deriving a magnitude of a Doppler shift from the estimated relative velocity;
transmitting the magnitude of the Doppler shift to the first OFDM communication unit over a communication channel ;
storing the magnitude of the Doppler shift into a computer readable memory of the first communication unit.
The step of deriving the estimated velocity may furthermore comprise the aforementioned steps of transmitting and processing a Doppler pilot signal. Alternatively, the step of deriving the estimated velocity may also comprise a derivation of the estimated velocity from location signals, the location signals being received via an RF receiver of the second communication unit.
The application furthermore discloses a method for transmitting pre-distorted OFDM signals over a communication channel, the method comprising
receiving input data from a data source;
deriving a data vector S from the input data;
pre-distorting the data vector S to obtain a pre- distorted data vector S PD, wherein the step of pre- distorting comprises obtaining the pre-distorted data vector S PD as a linear function of the data vector wherein the linear function of the data vector S depends on a Doppler frequency shift;
deriving an OFDM signal from the pre-distorted data vector S PD, wherein sub-carrier amplitudes of the OFDM signal are based on the components of the pre-distorted data vector S_PD;
transmitting the OFDM signal via an RF antenna.
Moreover, a method for transmitting pre-distorted OFDM signals according is disclosed which further comprises deriving the Doppler frequency shift according to one of the claims 12 to 14 and using the derived Doppler frequency shift in the step of pre-distorting the data vector S.
The application furthermore iscloses a computer readable program for executing one o the aforementioned methods and a computer readable memory wi the computer readable program.
Moreover, the application discloses one or more signal processing units, the signal processing units each comprising a microprocessor, an instruction processor and a computer readable memory, the one ore more computer readable memories comprising the computer readable program. Alternatively, the one each comprise a microprocessor and a hard-wired circuit for executing one of the aforementioned methods . The computer programs, and signal processors may located be on a first and on a second communication unit in which case the word computer program/memory refers to both the first and the second communication unit.
The subject matter is now explained in further detail with respect to the following figures in which Fig. 1 shows sub-carrier amplitudes for a sent pilot signal and for a received pilot signal in the presence of a Doppler shift,
Fig. 2 shows frequency-amplitude diagrams for sub-channel signals of a sent signal and of a received signal in the presence of a Doppler shift,
Fig. 3 shows frequency-amplitude diagrams for sub-channel signals of a sent signal and of a received signal in the presence of a Doppler shift using a pre- distorted signal,
Fig. 4 shows a communication system according to the application,
Fig. 5 shows quadrature coordinates derived from received signals for a Doppler shift of 0.01 sub carrier distances without the use of pre-distortion,
Fig. 6 shows quadrature coordinates derived from received signals for a Doppler shift of 0.01 sub carrier distances and using pre-distortion,
Fig. 7 shows quadrature coordinates derived from received signals for a Doppler shift of 0.05 sub carrier distances without the use of pre-distortion,
Fig. 8 shows quadrature coordinates derived from received signals for a Doppler shift of 0.05 sub carrier distances and using pre-distortion, and
Fig. 9 shows a simplified design of a communication unit according to the application.
According to the application, a sent signal is pre-distorted based on an estimated Doppler shift. In order to estimate the
Doppler shift, a frequency shift is determined with sufficient accuracy by using the transmission of a corresponding OFDM pilot symbol. The OFDM pilot symbol uses only one sub- carrier in the centre of the signal bandwidth, whereas the other sub-carriers are set to zero. The upper diagram of Fig. 1 shows a corresponding sub-carrier occupation for a system with 64 sub-carriers. Only the sub-carrier 33 at the centre of the bandwidth is assigned to the pilot signal. As a consequence of the Doppler shift Af and the loss of carrier function orthogonality, the signal energy on the receiving side is distributed over the neighbouring sub-carriers. This is seen in the lower diagram of Fig. 1. At the sub carrier frequencies, the amplitude of a received signal does not correspond to a single sub-carrier amplitude. According to the application, a Doppler shift compensation is based on the amplitude of received signals, so as to make the computations independent of phase rotations caused by the communication channel. When using Si-functions as orthogonal carriers, a proportion of an amplitude S of a left-sided neighbouring carrier (34) to an amplitude S of a right sided carrier (32) is given as
S l,eft neighbour
Af ≠ 1 can be solved for the Doppler shift Af to give
\ - r
(2) .
1 + r
Advantageously, the maximum Doppler shift is smaller than the frequency distance between two neighbouring sub-carriers, Af < 1.
The relationship (1) provides a one-to-one mapping for the computation of the frequency shift from the ratio of the sig nal amplitudes of neighbouring carriers which is easy to implement and permits an accurate determination of the frequen cy shift also in the presence of additive white Gaussian noise (AWGN) or other noise.
The accuracy of the method increases with the number of used sub-carriers. For evaluating more than two sub-carriers while using the same pilot signal as above, the relation (1) can be generalized by considering the second nearest neighbours: , wherein m
is a sub-carrier number of a sub-carrier in the centre of the
\ - r
bandwidth. In general Af(n) = n holds for n-th nearest
l + r2
neighbours of the central sub-carrier. From this relation, the Doppler shift can be computed as a weighted sum of the ratios, Af = =1. In one reali-
zation, w± = 1/N carriers, wherein N carriers is the number of sub-carriers. In another realization, the weights w± decrease with increasing distance from the central sub-carrier m.
According to a first method of determining a Doppler shift Af for generating a pre-distortion matrix, a pilot signal is sent via a transmitter of a sending unit A to a receiver of a receiving unit B. The pilot signal uses a sub-carrier in the centre of the OFDM band and a predetermined sub-carrier amplitude, as shown in the upper diagram of Fig. 1. The receiving unit B receives a signal that is distributed over several
sub-channels, as shown in the lower diagram of Fig. 1. From the ratio r of the amplitude S ieft neighbour of the left neigh¬ bouring sub-carrier to the amplitude S r l ght neighbour of the right neighbouring sub-carrier, the receiving unit B determines the Doppler shift Af according to equation (2) and sends this information back to the sending unit A. According to a second method, the pilot signal is generated by the receiving unit B after a communication with the sending unit B has been initiated, and the ratio r is evaluated by the sending unit A.
According to the application, a pilot signal for determina¬ tion of the Doppler shift is itself not pre-distorted but, rather, the Doppler shift is determined from the distortion of the pilot signal, which is known to the receiving unit or can be computed from values that are accessible to the re¬ ceiving unit.
Advantageously, the pilot symbol is transmitted regularly be¬ tween the communication units for determining an accurate frequency shift. In a specific embodiment, the pilot symbol is inserted into each OFDM frame to be transmitted. According to a method for transmitting OFDM message from a sending unit A to a receiving unit B, the sending unit A sends a first message, for example a first OFDM frame, without pre- distortion. Hence, the first message may lead to a higher bit error rate than the following messages. The receiving unit B receives the first message and determines a Doppler shift from a pilot symbol that is included in the first message. The receiving unit B sends a response message, which includes the determined Doppler shift. The response message from the receiving unit B may be pre-distorted using the determined Doppler shift. The sending unit A receives the response mes¬ sage from the receiving unit B, stores the Doppler shift in a
computer readable memory and uses the Doppler shift to pre- distort further messages according to the Doppler shift.
In a further modification, the pilot symbol may be included only in only some of the messages. For example, the pilot symbol may be sent after a pre-determined expiry time. In another embodiment, a new determination of the Doppler-shift is started when one of the communication units determines a significant change of its movement. To determine a velocity change, position determination via a GPS, phone cell locations, acceleration sensors or other means may be used.
The first communication unit then uses the Doppler shift Af to pre-distort a signal to be sent. In an implementation of a pre-distortion method for an OFDM communication system using IDFT/DFT (inverse discrete Fourier transform/discrete Fourier transform) according to the application, the Si-functions are replaced with the expression
and N is the number of sub-carriers. The abovementioned relation (1) , which applies to the continuous Fourier transform, corresponds to the special case in which 1 - k = 1. Taking
. \ sin(x) Λ Γ
into account the approximation six) « —- jor N » x for the sine function si (x) , the abovementioned relation is also valid in the DFT case, provided the number N of sub-carriers is large enough.
According to the application, a frequency shift is determined with sufficient accuracy prior to a pre distortion of a signal to be transmitted. In one embodiment, the frequency shift is determined by using a reception of the abovementioned pilot symbol. Further embodiments comprise the use of other system information to derive a relative movement such as the computation of a relative velocity from GPS data, especially from GPS data of the receiving unit or from other position data .
By determining a relative velocity and/or Doppler shift ac- cording one of the abovementioned frequency estimation meth- ods, the sending unit computes a pre-distorted signal.
The distortion of a signal due to the Doppler shift can be represented by an interference matrix Ξ of the size [N x N] , wherein N is the number of OFDM sub-carriers, which takes the form
Herein, the elements ξ¾ι of the interference matrix determine the interference component of the 1-th sub-carrier on the kith sub-carrier, or, in other words, the proportion of the signal from the sub-carrier 1, which appears on sub-carrier k on the receiving side. When using Si-carrier functions and for a time continuous system, the components of the interference matrix Ξ and a given frequency shift Af is computed according to
, = si{ k -l + Af)) (4) .
According to the application, the inverse Ξ-1 of the distortion matrix Ξ is computed and a data vector S to be sent is multiplied with the inverse matrix Ξ-1 to obtain a pre- distorted data vector SPD, SPZ3 = Ξ"1 · S . The inverse may be obtained by direct numerical calculation such as a variant of the Gaussian elimination algorithm or also by an iterative method, such as Jacobi iteration, conjugate gradient or oth- ers.
A modulating means of the receiving unit modulates the sub- carrier according to the pre-distorted data vector and transmits the signal over a communication channel. At the receiv- ing unit, a corresponding signal is received. The corresponding signal can be represented as a function of the pre- distorted signal, which represents the properties of the communication channel. The receiving unit demodulates the received signal. In an idealized case in which only the Doppler shift is present or in the case in which other signal distortions are at least sufficiently small, the channel can be represented with sufficient accuracy by the distortion matrix Ξ, and the reconstructed data vector R at the receiving side is equal to the original data vector S, R = Ξ · SPD = S .
The sending unit and the receiving unit may comprise additional units which are not shown in Fig. 4 for simplicity, such as scrambler/descrambler , an interleaver/deinterleaver, a channel coding/decoding unit, digital analog converters (DACs) , analog digital converters (ADCs), low pass filters, oscillators for generating a carrier frequency and also fur-
ther error correction means, such as the channel coding indicated in Fig. 4.
A signal pre-distortion and recovery according to the application is now illustrated with reference to the Figures 2 and 3, wherein Fig. 3 shows the use of a pre-distortion according to the application. In the examples of Fig. 2 and 3, the OFDM system uses four sub-carriers and the data symbols are modulated by an amplitude modulation. The components of the data symbol S can also be used as the in-phase or quadrate components of QAM modulations. In this case, the data symbol S represents only half of the information while the other half is transmitted via the respective other components of the QAM modulation. In the example shown in Figs. 2 and 3, the relative movement is such that a Doppler shift of 0.4 sub-carrier distances results. The amplitudes of the sent and of the received signal at the sub channels are indicated by arrows.
By way of example it is assumed that the data symbol
S = [3 1 1 3] is to be transmitted, in which the components correspond to sub carrier amplitudes, which are numbered by the indices 0, 1, 2, 3. Amplitudes of the amplitude modulation corresponding to discrete values are indicated in Figs. 2 and 3 in arbitrary units on the Y-axis and by corresponding horizontal lines. Likewise, the sub-carrier frequencies are indicated in arbitrary units on the X-axis and by corresponding vertical lines. A signal is represented by the sum of the four frequency curves as shown in the lower diagrams of Figs. 2 and 3.
For comparison, the communication system without use of the pre-distortion is considered first. Under the assumption that
there is substantially only the Doppler shift Af = 0.4, the interference between sub-carrier signals can be represented by an interference matrix Ξ with the following components:
0.67 0.50 - 0.19 0.12
- 0.22 0.76 0.50 - 0.19
0.13 - 0.22 0.76 0.50
- 0.09 0.13 - 0.22 0.76
The resulting received signal is shown m the lower diagram of Fig. 2 in which the received signal, which is given by the sum of the individual signals from the four carriers, is indicated by a thick line. Accordingly, the following distorted data vector is derived from the demodulated signal:
It can be seen in Fig. 2 and also in the Fig. 7 that a reconstruction of the original data vector becomes difficult to impossible for Doppler shifts of this size if the frequency shift Af is not determined: the positions at which one of the sub-carrier signals has the maximum amplitude and the other three sub-carrier signals are zero are shifted by the frequency shift Af which is not known to the receiving unit. Hence, a receiving unit will still evaluate the sum signal at the sub-carrier frequencies at which the amplitude cannot be attributed uniquely to a sub-carrier signal.
According to the application, the sending unit generates a pre-distorted symbol by multiplying the symbol to be sent with the inverse of the interference matrix. Thereby, a symbol SPZ3 = [l .39 2.89 - 0.43 3.52] is obtained which is modulated and sent over the communication channel via a transmission antenna. The communication channel is assumed to be the same
Doppler channel as above, which is characterized by the interference matrix Ξ . The upper diagram of Fig. 3 shows a frequency-amplitude diagram that represents the sent signal and the lower diagram shows a frequency-amplitude diagram that represents the received signal. As can be seen in the upper diagram, the amplitudes of the received signal coincide with amplitudes of the original signal at the positions of the four sub-carrier frequencies. The receiving unit uses the detected amplitudes at the sub-carrier frequencies to recover the original data vector S .
In contrast to an alternative method that uses a reverse shift by Af of the sent signal by the frequency shift, a method according to the application is technically easier to realize as it can be done by simply adjusting the signal amplitude at the sending unit and it does not require a rescal- ing of pulse lengths or a tuning of oscillator frequencies.
In a further embodiment, a system according to the application comprises a digital (time discrete) signal processing system. The sender comprises an IDFT unit for executing an inverse discrete Fourier transform and the receiving unit comprises a DFT unit for executing a discrete Fourier transform. In a QAM realization of OFDM, the real part and imaginary parts of the IDFT input values and the DFT output values represent in-phase and quadrature amplitudes. As is known for OFDM, the IDFT is used to transform the QAM components for the N sub-carriers into a time dependent complex valued signal, the real and imaginary part are converted into analog signals and up-converted into two 90° phase shifted signals. Herein, complex values are interpreted in the usual way by identifying phase and amplitude in the complex plane as phase and amplitude of a signal or of a digital representation of
the signal. In a known way, the process is reversed at the receiver .
The DFT is represented with complex valued exponential functions exp(x + jy), wherein exp(x + jy) = exp(x) *(cos(y) + j sin(y)) and j = V-l. Correspondingly, the interference matrix also comprises complex valued exponential functions. More specifically, the elements of the interference matrix are given by the sine function or by the function (3) as before, but in addition they are multiplied by a complex exponential function. This is explained below in further detail.
By way of example, a data vector to be sent is given by the vector SN-1 ] The DFT is represented by the ma- trix
ed by the Hermitian transpose F* (complex conjugate transpose) of the matrix F. A signal t to be transmitted is represented by the relation t = F S , wherein the Ν components of t define modulation parameters for the Ν sub-carriers. For the DFT, the matrix F is multiplied by a normalization factor of 1/Ν. The normalization factor 1/Ν can also be attributed to the IDFT or a normalization factor of 1/VN can be attributed to both the DFT and the IDFT.
Under the assumption that the communication channel causes a phase rotation Θ and a Doppler frequency shift of Af to a signal, wherein the Doppler shift is represented in units of
the sub-carrier distance, the communication channel can be represented by a diagonal channel matrix H with the following elements
The diagonal channel matrix H can be represented as a product of a diagonal matrix HD and a diagonal matrix HP which represent the Doppler shift and the phase shift, respectively, and which have the following elements:
0
0 0
0 0 ··· eJ
The received signal r is given by the relation
HD -F · ·βί1πθ and the received symbol is given by
R =—F r = S F Hn F βί1πθ . Hence, the interference matrix
N N is given by the product Ξ =—-F-H^-F .
With the definition of m as carrier distance 1-k, the interference can be brought into the symmetric form:
ξ0 , wherein
The receiving unit computes the pre-distorted data vector us¬ ing the interference matrix according to the relation
SPZ3= _1-S. Under the abovementioned assumption that the com¬ munication channel causes only a Doppler distortion and a phase shift and provided that the relative velocity has not changed significantly since the last determination, the re¬ constructed data vector R is equal to the sent data vector S times a phase factor exp(j 2πθ) that is due to a phase rota¬ tion 2πθ,
R = Sm H = Ξ S F H F S - e ]2πθ
The phase rotation is corrected for using a known method, for example based on pilot sub-carriers. The term "pilot sub- carrier" refers to the sub-carrier that is used for sending a pilot signal to determine the phase shift. The pilot sub- carrier may also be used for sending a pilot signal to determine the Doppler shift according to the invention.
Fig. 4 shows a flow diagram of an OFDM communication unit 10 according to the application. The communication unit 10 comprises a transmitter 11 and a receiver 12 for sending and receiving messages via a communication channel 13 to another communication unit, which is not shown in Fig. 4. The other communication unit may be of the type shown in Fig. 4 or also of the simpler type shown in Fig. 9, for example.
In the transmitter 11, a data source 14 is connected to an input of a channel coding and interleaving unit 15. An output of the channel coding and interleaving unit 15 is connected to an input of a symbol mapper 16. An output of the symbol mapper 16 is connected to an input of a channel estimation and pilot signal insertion unit 17 and an output of the channel estimation and pilot signal estimation unit 17 is connected to a Doppler pre-distortion unit 18. An output of the Doppler pre-distortion unit 18 is connected to an input of a multiplexer 19. A further input of the multiplexer 19 is connected to a Doppler pilot signal generation unit 20. An output of the multiplexer 19 is connected to an input of an OFDM modulator 21 and an output of the OFDM modulator 21 is connected to an input of an RF transmitter 22, which comprises a RF transmitter antenna.
In the receiver 12 of the communication unit 10, an output of an RF receiver 23 is connected to an input of an OFDM demodu-
lator 24. An output of the OFDM demodulator is connected to an input of a de-multiplexer 25. An output of the demultiplexer 25 is connected to a channel correction unit 26. A further output of the de-multiplexer 25 is connected to a Doppler estimation unit 27. An output of the channel correction unit 26 is connected to an input of a symbol demapper 28. An output of the symbol demapper 28 is connected to an input of a channel decoding and deinterleaving unit 29. An output of the channel decoding and deinterleaving unit 29 is connected to a data sink 30. The receiver 12 may comprise further components such as a phase locked loop and an adaptive equalizer.
In this embodiment, the Doppler estimation unit is connected the Doppler pre-distortion unit. However, the Doppler estimation unit may also be connected to the multiplexer for sending the value of the estimated Doppler frequency back to a second communication unit. The communication unit may also be realized without a Doppler pre-distortion unit 18 and without the Doppler pilot signal generation unit 20. This is shown in Fig. 9. The pre-distortion is then provided by a second communication unit, for example a base station, to which the communication unit 10 is connected via the channel 13.
A computation of the pre-distortion matrix Ξ _1 requires the computation of an inverse of the [N x N] matrix Ξ and in general is computationally expensive. Therefore, in a further modification, pre-computed pre-distortion matrices or elements thereof are computed for various frequency shifts and are stored in look-up tables of the sending unit. Pre- distortion matrices for intermediate values of frequency shifts may be determined by interpolation of the pre-computed pre-distortion matrices.
According to the application, the receiving unit only needs to comprise an additional functionality for estimating the Doppler shift or the relative velocity and does not need to include further additional functionality. Thus, the adaptation of existing receiving units and the use of inexpensive receiving units is facilitated. The use of pilot signals makes efficient use of the bandwidth as compared to known correction methods, such as for example the cancelling out of interferences by transmission of inverse signals on neighbouring sub-carrier frequencies.
The following Figs . 5 to 8 show data obtained from an OFDM- system with 64 sub-carriers and using a 16-QAM (quadrature amplitude) modulation of data symbols. The abovementioned pre-distortion method is based on an adaptation of the sub- carrier amplitudes. Hence, it also applies to a QAM modulation or other modulation methods using amplitude as well as phase values. The data symbols are represented preferentially by discrete values but may also comprise continuous values, as in continuous QAM.
In Figs. 5 to 8, the horizontal axis represents an "in-phase" coordinate and the vertical axis represents a "quadrature" coordinate which can be regarded as amplitudes of a sine and a cosine oscillation that are superposed to obtain a signal of an RF transmitter. Especially when many sub-carriers are used it is advantageous, however, to use QAM coordinates, that are generated by the symbol mapper 16, to derive an input signal to an IDFT calculation unit within an OFDM modulator 21, as in the embodiment of Fig. 4.
The circles in Figs. 5 to 8 represent received signals corresponding to a sent data symbol. The grid lines form a square grid around the discrete QAM amplitude and phase values. If the amplitude and phase pairs of received data symbols lie within the corresponding squares, they can be attributed uniquely to a QAM amplitude. Otherwise, bit errors will result .
It can be seen from Fig. 7 that in an OFDM system without pre-distortion or other frequency corrections, already at a Doppler shift of +/-5 % of the sub carrier distance, some of the circles lie outside the squares. Therefore, bit errors are to be expected. Especially for larger Doppler shifts, the bit errors eventually become so large that they cannot be compensated for by standard error correction methods. By contrast, the pre-distortion method according to the application allows an exact reconstruction of the sent symbol, as can be seen in Figs. 6 and 8. Even for frequency shifts as high as half the sub-carrier distance, the sent symbol will be received correctly.
Fig. 9 shows a simpler embodiment of a communication unit 10' that does not comprise the Doppler pilot signal generation unit 20 and the Doppler pre-distortion unit 18 shown in Fig. 4. In this case, the Doppler pilot signal generation unit 20 and the Doppler pre-distortion unit 18 are provided by another communication unit, for example the communication unit 10 shown in Fig.4. Advantageously, the other communication unit is dedicated for downlink traffic, such as a radio base station .
Fig. 10 shows a communication system comprising a first com- munication unit 10 and a second communication unit 10 ' ac-
cording to the application. OFDM frames belonging to OFDM messages from communication unit 10 to communication unit 10' are indicated by rectangles 37 and OFDM frames belonging to OFDM messages from communication unit 10' to communication unit 10 are indicated by rectangles 38. The communication units 10, 10' comprise signal processing units 35, 35' respectively. The signal processing unit 35, 35' comprise components for processing and evaluating the OFDM frames, as shown in Fig. 4 or Fig. 9. In a modification, the same antenna is used as RF transmitter 22 and as RF receiver 23. If different antennas are used for transmitting and receiving, the communication units 10, 10' may be adapted not to transmit during reception of a Doppler pilot signal.
In an alternative embodiment, just a one way traffic of OFDM data packets 37 from the communication unit 10 to the communication unit 10 ' is provided and the Doppler shift estimate is transmitted back from the communication unit 10 ' to the communication unit 10 by other means, for example by a further modulation technique such as AM, QAM etc. and/or by a further communication channel .
The embodiments can also be described with the following lists of elements being organized into items. The respective combinations of features which are disclosed in the item list are regarded as independent subject matter, respectively, that can also be combined with other features of the application .
1. Transmitter for generating an OFDM signal comprising a Doppler pre-distortion unit with an input section for receiving a data vector S,
an OFDM modulator,
a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value,
wherein the Doppler pre-distortion unit is adapted to generate a pre-distorted data vector S PD from the data vector S,
wherein the components of the pre-distorted vector S PD and of the data vector S represent data symbols, wherein the pre-distorted data vector S PD is a linear function of the data vector S,
wherein the linear function is dependent on the Doppler shift value, and
wherein the OFDM modulator is adapted to generate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S PD.
Transmitter according to item 1 further comprising a Doppler pilot signal generation unit which is adapted to generate a Doppler pilot signal on a sub carrier.
Transmitter according to item 1 or 2, wherein
the Doppler pre-distortion unit is adapted to derive the linear function of the data vector S from one or more look-up tables which are selected according to the Doppler shift value.
Transmitter according to one of the previous items, wherein
the Doppler pre-distortion unit is adapted to store the Doppler shift value as a pre-distortion matrix and derive the linear function of the data vector S from the pre-distortion matrix.
Transmitter according to one of the previous items, wherein
the Doppler pre-distortion unit is adapted to derive the pre-distorted vector S PD from a sum of the linear function and one or more non-linear correction terms.
Transmitter according to one of the previous items further comprising
a Pilot Insertion unit for inserting the Doppler Pilot signal into an OFDM data frame.
Transmitter according to one of the previous items further comprising
a multiplexer and
an OFDM modulator,
wherein the multiplexer is connected to the Doppler pre- distortion unit and the OFDM modulator is connected to the multiplexer, the OFDM modulator comprising an IDFT calculation unit which is adapted to generate an IDFT of the pre-distorted data vector S PD, and
wherein the OFDM modulator is further adapted to generate an OFDM signal based on output of the IDFT calculation unit.
Receiver for receiving OFDM signals comprising
an RF receiver,
a demodulator that is connected to the RF receiver a demultiplexer that is connected to the demodulator, and
a Doppler estimation unit that is connected to the demultiplexer,
wherein the Doppler estimation unit is adapted to gener ate an estimate of a Doppler shift based on amplitudes of a received OFDM signal at sub-carrier frequencies, the sub-carrier frequencies being frequencies of sub- carriers that are neighbours to a pilot sub-carrier fre quency . Receiver according to item 8, wherein
the pilot sub-carrier frequency is at the centre of an OFDM frequency band. OFDM communication unit comprising
a transmitter according to one of items 1 to 7 and a receiver according to one of items 8 to 9.
OFDM communication system comprising
a first communication unit which comprises at least a transmitter according to one of the item 1 to 7 and a second communication unit comprising at least a receiver according to one of the items 8 to 9.
Method for transmitting and processing a Doppler pilot signal comprising
generating a pilot signal with a predefined sub- carrier amplitude, wherein the pilot signal uses a pilot sub-carrier, the pilot sub-carrier being chosen from a plurality of OFDM sub-carriers,
sending the pilot signal of a first communication unit over a communication channel to a second communication unit,
receiving the pilot signal and evaluating signal amplitudes on sub-carrier frequencies, the sub- carrier frequencies being frequencies of neighbours of the pilot sub carrier, and
determining a Doppler frequency shift from the signal amplitudes.
Method for transmitting and processing a Doppler pilot signal according to item 12,
the generation of the pilot signal further comprising inserting a Doppler pilot symbol into an OFDM frame to be transmitted, and
generating the Doppler pilot symbol according to the Doppler pilot symbol.
Method for estimating a Doppler frequency shift of a relative movement between a first OFDM communication unit and a second OFDM communication unit, comprising deriving an estimated relative velocity of the s cond OFDM communication unit,
deriving a magnitude of a Doppler shift from the estimated relative velocity,
transmitting the magnitude of the Doppler shift to the first OFDM communication unit over a communication channel, and
storing the magnitude of the Doppler shift into a computer readable memory of the first communication unit .
Method for estimating a Doppler frequency shift according to item 14, wherein
the step of deriving the estimated velocity comprises the steps of transmitting and processing a Doppler pilot signal according to one of the items 12 to 13.
Method for estimating a Doppler frequency shift according to item 14, wherein
the step of deriving the estimated velocity comprises deriving the estimated velocity from location signals, the location signals being received via an RF receiver of the second communication unit.
Method for transmitting pre-distorted OFDM signals over a communication channel, the method comprising
receiving input data from a data source,
deriving a data vector S from the input data, pre-distorting the data vector S to obtain a pre- distorted data vector S PD, wherein the step of pre-distorting comprises obtaining the pre- distorted data vector S PD as a linear function of the data vector wherein the linear function of the data vector S depends on a Doppler frequency shift, deriving an OFDM signal from the pre-distorted data vector S PD, wherein sub-carrier amplitudes of the
OFDM signal are based on the components of the pre distorted data vector S PD, and
transmitting the OFDM signal via an RF antenna.
Method for transmitting pre-distorted OFDM signals according to item 17 further comprising
deriving the Doppler frequency shift according to one of the items 12 to 14 and
using the derived Doppler frequency shift in the step of pre-distorting the data vector S.
Computer readable program for executing a method accord¬ ing to one of the items 12 to 18.
Computer readable memory with a computer readable program according to item 19.
One or more signal processing units, the signal processing units each comprising
a microprocessor,
an instruction processor, and
a computer readable memory, the one or more comput er readable memories comprising a computer readabl program according to item 19.
One or more signal processing units, the signal processing units each comprising
a microprocessor and
a hard-wired circuit for executing a method accord ing to one of the items 12 to 18.
Claims
Patent claims
1. Transmitter for generating an OFDM signal comprising a Doppler pre-distortion unit with an input section for receiving a data vector S,
an OFDM modulator,
a Doppler Shift memory location for readably storing a pre-determined Doppler Shift value,
wherein the Doppler pre-distortion unit is adapted to generate a pre-distorted data vector S PD from the data vector S,
wherein the components of the pre-distorted vector S PD and of the data vector S represent data symbols, wherein the pre-distorted data vector S PD is a linear function of the data vector S,
wherein the linear function is dependent on the Doppler shift value, and
wherein the OFDM modulator is adapted to generate an OFDM signal such that sub-carrier amplitudes of the ODFM signal are based on the components of the pre-distorted data vector S PD.
2. Transmitter according to claim 1 further comprising
a Doppler pilot signal generation unit which is adapted to generate a Doppler pilot signal on a sub carrier.
3. Transmitter according to claim 1, wherein
the Doppler pre-distortion unit is adapted to derive the linear function of the data vector S from one or more look-up tables which are selected according to the Doppler shift value.
Transmitter according to claim 1, wherein the Doppler pre-distortion unit is adapted to store the Doppler shift value as a pre-distortion matrix and derive the linear function of the data vector S from the pre-distortion matrix.
5. Transmitter according to claim 1, wherein
the Doppler pre-distortion unit is adapted to derive the pre-distorted vector S PD from a sum of the linear function and one or more non-linear correction terms.
6. Transmitter according to claim 1 further comprising
a Pilot Insertion unit for inserting the Doppler Pilot signal into an OFDM data frame.
7. Transmitter according to claim 1 comprising
a multiplexer and
an OFDM modulator,
wherein the multiplexer is connected to the Doppler pre- distortion unit and the OFDM modulator is connected to the multiplexer, the OFDM modulator comprising an IDFT calculation unit which is adapted to generate an IDFT of the pre-distorted data vector S PD, and
wherein the OFDM modulator is further adapted to generate an OFDM signal based on output of the IDFT calculation unit.
8. Receiver for receiving OFDM signals comprising
an RF receiver,
a demodulator that is connected to the RF receiver, a demultiplexer that is connected to the demodulator, and
a Doppler estimation unit that is connected to the demultiplexer,
wherein the Doppler estimation unit is adapted to generate an estimate of a Doppler shift based on amplitudes of a received OFDM signal at sub-carrier frequencies, the sub-carrier frequencies being frequencies of sub- carriers that are neighbours to a pilot sub-carrier frequency .
Receiver according to claim 8, wherein
the pilot sub-carrier frequency is at the centre of an OFDM frequency band.
OFDM communication unit comprising
a transmitter according to claim 1 and
a receiver according to one claim 8.
OFDM communication system comprising
a first communication unit which comprises at least a transmitter according to one of the claim 1 to 7 and a second communication unit comprising at least a receiver according to claim 8.
Method for transmitting and processing a Doppler pilot signal comprising
generating a pilot signal with a predefined sub- carrier amplitude, wherein the pilot signal uses a pilot sub-carrier, the pilot sub-carrier being chosen from a plurality of OFDM sub-carriers,
sending the pilot signal of a first communication unit over a communication channel to a second communication unit,
receiving the pilot signal and evaluating signal amplitudes on sub-carrier frequencies, the sub- carrier frequencies being frequencies of neighbours of the pilot sub carrier, and
determining a Doppler frequency shift from the signal amplitudes.
Method for transmitting and processing a Doppler pilot signal according to claim 12,
the generation of the pilot signal further comprising inserting a Doppler pilot symbol into an OFDM frame to be transmitted, and
generating the Doppler pilot symbol according to the Doppler pilot symbol.
Method for estimating a Doppler frequency shift of a relative movement between a first OFDM communication unit and a second OFDM communication unit, comprising deriving an estimated relative velocity of the second OFDM communication unit,
deriving a magnitude of a Doppler shift from the estimated relative velocity,
transmitting the magnitude of the Doppler shift to the first OFDM communication unit over a communication channel, and
storing the magnitude of the Doppler shift into a computer readable memory of the first communication unit .
Method for estimating a Doppler frequency shift accord' ing to claim 14, wherein
the step of deriving the estimated velocity comprises the steps of transmitting and processing a Doppler pilot signal according to claim 12.
Method for estimating a Doppler frequency shift accord ing to claim 14, wherein
the step of deriving the estimated velocity comprises deriving the estimated velocity from location signals, the location signals being received via an RF receiver of the second communication unit.
Method for transmitting pre-distorted OFDM signals over a communication channel, the method comprising
receiving input data from a data source, deriving a data vector S from the input data, pre-distorting the data vector S to obtain a pre- distorted data vector S PD, wherein the step of pre-distorting comprises obtaining the pre- distorted data vector S PD as a linear function of the data vector wherein the linear function of the data vector S depends on a Doppler frequency shift deriving an OFDM signal from the pre-distorted dat. vector S PD, wherein sub -carrier amplitudes of the
OFDM signal are based on the components of the pre distorted data vector S PD, and
transmitting the OFDM signal via an RF antenna .
18. Method for transmitting pre-distorted OFDM signals according to claim 17 further comprising
deriving the Doppler frequency shift according to claim 12 and
using the derived Doppler frequency shift in the step of pre-distorting the data vector S.
Computer readable program for executing a method according to claim 12.
Computer readable memory with a computer readable program according to claim 19.
One or more signal processing units, the signal processing units each comprising
a microprocessor,
an instruction processor, and
a computer readable memory, the one ore more computer readable memories comprising a computer readable program according to claim 19.
One or more signal processing units, the signal processing units each comprising
a microprocessor and
a hard-wired circuit for executing a method according to claim 12.
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SG2013007679A SG187662A1 (en) | 2010-09-29 | 2011-09-29 | Method and device for cancelling doppler shift induced inter carrier interference in an ofdm communication system by using signal pre-distortion |
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WO2017103423A1 (en) * | 2015-12-18 | 2017-06-22 | Orange | Precompensation of interference induced by an ofdm/oqam modulation that is faster than nyquist |
CN109819395A (en) * | 2019-01-28 | 2019-05-28 | 电子科技大学 | It is a kind of that the unstable conversion method of high speed carrier communication is improved based on location information |
CN112929301A (en) * | 2019-12-08 | 2021-06-08 | 中国科学院声学研究所 | OFDM underwater acoustic time-varying Doppler frequency offset estimation method based on non-uniform space-time carrier |
CN117081677A (en) * | 2023-10-13 | 2023-11-17 | 湖北大学 | Method and device for processing inter-carrier injury in SEFDM system |
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017103423A1 (en) * | 2015-12-18 | 2017-06-22 | Orange | Precompensation of interference induced by an ofdm/oqam modulation that is faster than nyquist |
US10404498B2 (en) | 2015-12-18 | 2019-09-03 | Orange | Precompensation of interference induced by an OFDM/OQAM modulation that is faster than Nyquist |
CN109819395A (en) * | 2019-01-28 | 2019-05-28 | 电子科技大学 | It is a kind of that the unstable conversion method of high speed carrier communication is improved based on location information |
CN112929301A (en) * | 2019-12-08 | 2021-06-08 | 中国科学院声学研究所 | OFDM underwater acoustic time-varying Doppler frequency offset estimation method based on non-uniform space-time carrier |
CN117081677A (en) * | 2023-10-13 | 2023-11-17 | 湖北大学 | Method and device for processing inter-carrier injury in SEFDM system |
CN117081677B (en) * | 2023-10-13 | 2023-12-15 | 湖北大学 | Method and device for processing inter-carrier injury in SEFDM system |
Also Published As
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WO2012042490A3 (en) | 2012-06-07 |
SG187662A1 (en) | 2013-03-28 |
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