A weighted decision feedback equalizer with limited error propagation

A weighted decision feedback equalizer (WDFE) is presented. This DFE does not suffer from the error propagation phenomenon as the classical DFE does. This equalizer employs a device which computes a reliability value (i.e. a probability value for taking the right decision). Two different means which use this value in such a way as not to decide errors in the feedback loop are described. The equalizer has been tested over several channels and convincing performances are presented. In addition, this WDFE offers very good performances in blind mode operation.

[1]  D. Falconer,et al.  Least sum of squared errors (LSSE) channel estimation , 1991 .

[2]  Rodney A. Kennedy,et al.  Tight Bounds on the Error Probabilities of Decision Feedback Equalizers , 1987, IEEE Trans. Commun..

[3]  Harish Viswanathan,et al.  Decision Device Optimization for Soft Decision Feedback Equalization , 2000 .

[4]  Sirikiat Lek Ariyavisitakul,et al.  Joint coding and decision feedback equalization for broadband wireless channels , 1998, IEEE J. Sel. Areas Commun..

[5]  H. Miyakawa,et al.  Matched-Transmission Technique for Channels With Intersymbol Interference , 1972, IEEE Trans. Commun..

[6]  Stephen Boyd,et al.  On achieving reduced error propagation sensitivity in DFE design via convex optimization , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[7]  Andrzej Milewski,et al.  Periodic Sequences with Optimal Properties for Channel Estimation and Fast Start-Up Equalization , 1983, IBM J. Res. Dev..

[8]  Y. Kamio,et al.  Performance of reduced complexity DFE using bidirectional equalizing in land mobile communications , 1992, [1992 Proceedings] Vehicular Technology Society 42nd VTS Conference - Frontiers of Technology.

[9]  A. M. de Oliveira Duarte,et al.  Simplified technique for bounding error statistics for DFB receivers , 1985 .

[10]  Ali H. Sayed,et al.  The finite-length multi-input multi-output MMSE-DFE , 2000, IEEE Trans. Signal Process..

[11]  Christophe Laot,et al.  Adaptive decision feedback equalization: can you skip the training period? , 1998, IEEE Trans. Commun..

[12]  L. Vandendorpe,et al.  MIMO MMSE-DFE: a general framework , 1998, Ninth IEEE Signal Processing Workshop on Statistical Signal and Array Processing (Cat. No.98TH8381).

[13]  D. Godard,et al.  Self-Recovering Equalization and Carrier Tracking in Two-Dimensional Data Communication Systems , 1980, IEEE Trans. Commun..

[14]  Rodney A. Kennedy,et al.  Recovery Times of Decision Feedback Equalizers on Noiseless Channels , 1987, IEEE Trans. Commun..

[15]  G. Barriac,et al.  PASIC: A New Paradigm for Low-Complexity Multiuser Detection , 2001 .

[16]  George L. Turin,et al.  An introduction to digital matched filters , 1976 .

[17]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[18]  Dan Raphaeli,et al.  Decoding algorithms for noncoherent trellis coded modulation , 1996, IEEE Trans. Commun..

[19]  Won Lee,et al.  A Maximum-Likelihood Sequence Estimator with Decision-Feedback Equalization , 1977, IEEE Trans. Commun..

[20]  Giancarlo Prati,et al.  Blind Equalization and Carrier Recovery Using a "Stop-and-Go" Decision-Directed Algorithm , 1987, IEEE Trans. Commun..

[21]  Markus Rupp Fast implementation of the LMS algorithm , 2000, 2000 10th European Signal Processing Conference.

[22]  C.A. Belfiore,et al.  Decision feedback equalization , 1979, Proceedings of the IEEE.

[23]  Ramjee Prasad,et al.  OFDM for Wireless Multimedia Communications , 1999 .

[24]  R. Morgan Mobile radio communications. , 1982, Hospital engineering.

[25]  Leopold Bömer,et al.  Perfect N-Phase Sequences and Arrays , 1992, IEEE J. Sel. Areas Commun..

[26]  Peter Monsen,et al.  Feedback equalization for fading dispersive channels , 1971, IEEE Trans. Inf. Theory.

[27]  Reinaldo A. Valenzuela,et al.  Simplified processing for high spectral efficiency wireless communication employing multi-element arrays , 1999, IEEE J. Sel. Areas Commun..

[28]  M. Tomlinson New automatic equaliser employing modulo arithmetic , 1971 .

[29]  D. Slock,et al.  Cramer-Rao bounds for semi-blind, blind and training sequence based channel estimation , 1997, First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications.

[30]  S.L. Ariyavisitakul,et al.  A broadband wireless packet technique based on coding, diversity, and equalization , 1998, IEEE Communications Magazine.

[31]  Gregory W. Wornell,et al.  A class of block-iterative equalizers for intersymbol interference channels: fixed channel results , 2001, IEEE Trans. Commun..

[32]  W. van Etten,et al.  Maximum Likelihood Receiver for Multiple Channel Transmission Systems , 1976, IEEE Trans. Commun..

[33]  Sirikiat Lek Ariyavisitakul,et al.  A Decision Feedback Equalizer with Time-Reversal Structure , 1992, IEEE J. Sel. Areas Commun..

[34]  John M. Cioffi,et al.  MMSE decision-feedback equalizers: finite-length results , 1995, IEEE Trans. Inf. Theory.

[35]  D.T.M. Slock,et al.  Burst mode non-causal decision-feedback equalisation and blind MLSE , 1996, Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference.

[36]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[37]  Rodney A. Kennedy,et al.  Blind detection of equalization errors in communication systems , 1997, IEEE Trans. Inf. Theory.

[38]  H. Suzuki Performance of a new adaptive diversity-equalisation for digital mobile radio , 1990 .

[39]  A. W. M. van den Enden,et al.  Discrete Time Signal Processing , 1989 .

[40]  Antoni Fertner Improvement of bit-error-rate in decision feedback equalizer by preventing decision-error propagation , 1998, IEEE Trans. Signal Process..

[41]  Harish Viswanathan,et al.  Optimal channel training for multiple antenna systems , 2000 .

[42]  J. Salz Optimum mean-square decision feedback equalization , 1973 .

[43]  Harish Viswanathan,et al.  Space-time signaling for high data rates in EDGE , 2002, IEEE Trans. Veh. Technol..

[44]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[45]  S. Ariyavisitakul A decision-feedback equalizer with selective time-reversal operation for high-rate indoor radio communication , 1990, [Proceedings] GLOBECOM '90: IEEE Global Telecommunications Conference and Exhibition.

[46]  Norman C. Beaulieu,et al.  Upper bounds to the error probability of decision feedback equalization , 1993, IEEE Trans. Inf. Theory.

[47]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[48]  John W. Ketchum,et al.  A Soft-Output Bidirectional Decision Feedback Equalization Technique for TDMA Cellular Radio , 1993, IEEE J. Sel. Areas Commun..

[49]  Y. Jay Guo,et al.  Optimal sequences for channel estimation using discrete Fourier transform techniques , 1999, IEEE Trans. Commun..

[50]  Jaiganesh Balakrishnan,et al.  Time-Reversal Diversity in Decision Feedback Equalization , 2000 .

[52]  Zengo Furukawa,et al.  A General Framework for , 1991 .

[53]  Gregory W. Wornell,et al.  A class of block-iterative equalizers for intersymbol interference channels , 2000, 2000 IEEE International Conference on Communications. ICC 2000. Global Convergence Through Communications. Conference Record.

[54]  Rodney A. Kennedy,et al.  Channels leading to rapid error recovery for decision feedback equalizers , 1989, IEEE Trans. Commun..

[55]  Shahid U. H. Qureshi,et al.  Reduced-state sequence estimation with set partitioning and decision feedback , 1988, IEEE Trans. Commun..

[56]  Jaiganesh Balakrishnan Mitigation Of Error Propagation In Decision Feedback Equalization , 1999 .

[57]  D.T.M. Slock,et al.  Matched filter bounds for reduced-order multichannel models , 1996, Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference.

[58]  Alexandra Duel-Hallen,et al.  Equalizers for Multiple Input/Multiple Output Channels and PAM Systems with Cyclostationary Input Sequences , 1992, IEEE J. Sel. Areas Commun..

[59]  Dan Raphaeli,et al.  A reduced-complexity algorithm for combined equalization and decoding , 2000, IEEE Trans. Commun..

[60]  Anders Furuskar,et al.  EDGE: enhanced data rates for GSM and TDMA/136 evolution , 1999, IEEE Wirel. Commun..

[61]  Norman C. Beaulieu Bounds on recovery times of decision feedback equalizers , 1994, IEEE Trans. Commun..

[62]  Rodney A. Kennedy,et al.  Reduced-state sequence estimator with reverse-time structure , 1997, IEEE Trans. Commun..

[63]  R. Hopkins Digital terrestrial HDTV for North America: the Grand Alliance HDTV system , 1994 .

[64]  Monisha Ghosh Blind decision feedback equalization for terrestrial television receivers , 1998 .

[65]  D. Messerschmitt A Geometric Theory of Intersymbol Interference , 1973 .

[66]  EqualizerC. S. McGahey,et al.  BAD : A Bi-directional Arbitrated Decision Feedback , 2000 .

[67]  Alexandra Duel-Hallen,et al.  Delayed decision-feedback sequence estimation , 1989, IEEE Trans. Commun..

[68]  John G. Proakis Adaptive nonlinear filtering techniques for data transmission , 1970 .

[69]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[70]  M. E. Austin,et al.  Decision-feedback equalization for digital communication over dispersive channels. , 1967 .

[71]  Arogyaswami Paulraj,et al.  A transmit diversity scheme for channels with intersymbol interference , 2000, 2000 IEEE International Conference on Communications. ICC 2000. Global Convergence Through Communications. Conference Record.

[72]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[73]  Ghassan Kawas Kaleh Channel Equalization for Block Transmission Systems , 1995, IEEE J. Sel. Areas Commun..

[74]  G. David Forney,et al.  Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference , 1972, IEEE Trans. Inf. Theory.

[75]  M. Marcus,et al.  A Survey of Matrix Theory and Matrix Inequalities , 1965 .

[76]  A. Gersho,et al.  Adaptive cancellation of intersymbol interference for data transmission , 1981, The Bell System Technical Journal.

[77]  Richard D. Gitlin,et al.  The impact of antenna diversity on the capacity of wireless communication systems , 1994, IEEE Trans. Commun..

[78]  D.T.M. Slock,et al.  Burst mode non-causal decision-feedback equalizer based on soft decisions , 1998, VTC '98. 48th IEEE Vehicular Technology Conference. Pathway to Global Wireless Revolution (Cat. No.98CH36151).

[79]  Ran Gozali,et al.  Space-Time Codes for High Data Rate Wireless Communications , 2002 .

[80]  Rodney A. Kennedy,et al.  Stochastic analysis of non-adaptive decision feedback equalizers , 1987 .

[81]  David G. Messerschmitt,et al.  An upper bound on the error probability in decision-feedback equalization , 1974, IEEE Trans. Inf. Theory.