Multichannel Algorithms for Simultaneous Equalization and Interference Suppression

This paper proposes techniques for simultaneous cancellation of intersymbol and interchannel or multi-access interference (ISI and ICI) that shows up in several multi-input, multi-output (MIMO) communication channels. Correlation and kurtosis based optimization criteria are derived for multi-channel decision feedback equalizers (MC-DFE) and compared with the popular Godard algorithm (CMA) and the minimum mean-square error in a decision directed mode (MMSE-DD). The proposed adaptive algorithms are easily extended to a scenario with more than two users with the computational complexity increasing linearly with the number of inputs. Simulation results show that the algorithms converge to the global minimum in a blind environment with channels that introduce moderate distortion.

[1]  Rodney A. Kennedy,et al.  BLIND ADAPTATION OF DECISION FEEDBACK EQUALIZERS: GROSS CONVERGENCE PROPERTIES* , 1993 .

[2]  J. Treichler,et al.  A new approach to multipath correction of constant modulus signals , 1983 .

[3]  J. Salz,et al.  Digital transmission over cross-coupled linear channels , 1985, AT&T Technical Journal.

[4]  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..

[5]  John M. Cioffi,et al.  Multichannel signal processing for multiple-head digital magnetic recording , 1994 .

[6]  Craig K. Rushforth,et al.  Parameter estimation in a multi-user communication system , 1994, IEEE Trans. Commun..

[7]  Jitendra Tugnait Identification of multichannel linear non-Gaussian processes using higher-order statistics , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.

[8]  Y. Bar-Ness,et al.  Blind decision feedback equalization using the decorrelation criterion , 1993, Proceedings of GLOBECOM '93. IEEE Global Telecommunications Conference.

[9]  John Carlin,et al.  Bootstrapping adaptive cross pol cancelers for satellite communications , 1982 .

[10]  Christian Jutten,et al.  Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture , 1991, Signal Process..

[11]  Dirk Van Compernolle,et al.  Signal separation by symmetric adaptive decorrelation: stability, convergence, and uniqueness , 1995, IEEE Trans. Signal Process..

[12]  Georgios B. Giannakis,et al.  Multichannel signal modeling and separation , 1994, Proceedings of IEEE 6th Digital Signal Processing Workshop.

[13]  G. J. Foschini,et al.  Equalizing without altering or detecting data , 1985, AT&T Technical Journal.

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

[15]  Bong-Gee Song,et al.  Overlaying multiple users in acoustic communications using MIMO spatial diversity equalization , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.

[16]  Christian Jutten,et al.  Blind source separation for convolutive mixtures , 1995, Signal Process..

[17]  W. van Etten An Optimum Linear Receiver for Multiple Channel Digital Transmission Systems , 1975, IEEE Trans. Commun..

[18]  J. E. Mazo,et al.  Analysis of decision-directed equalizer convergence , 1980, The Bell System Technical Journal.

[19]  Ananthram Swami,et al.  Multichannel ARMA processes , 1994, IEEE Trans. Signal Process..

[20]  Sylvie Marcos,et al.  Blind cancellation of intersymbol interference in decision feedback equalizers , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[21]  John M. Cioffi,et al.  Multi-dimensional equalization for adjacent channel interference , 1991, ICC 91 International Conference on Communications Conference Record.

[22]  Ehud Weinstein,et al.  Criteria for multichannel signal separation , 1994, IEEE Trans. Signal Process..

[23]  John G. Proakis,et al.  Digital Communications , 1983 .

[24]  Stefan Parkvall,et al.  Propagation delay estimation in asynchronous direct-sequence code-division multiple access systems , 1996, IEEE Trans. Commun..

[25]  C. Papadias,et al.  Decision-feedback equalization and identification of linear channels using blind algorithms of the Bussgang type , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.

[26]  Arogyaswami Paulraj,et al.  Blind identification of FIR channels carrying multiple finite alphabet signals , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.