Transceiver pair designs for multiple access channels under fixed sum mutual information using mmse decision feedback detection

In this paper, we consider the joint design of the transceivers for a multiple access multiple input and multiple output (MIMO) system having inter-symbol interference (ISI) channels. The system we consider is equipped with the minimum mean square error (MMSE) decision-feedback (DF) detector. Traditionally, transmitter designs for this system have been based on constraints of either the transmission power or the signal-to-interference-and-noise ratio (SINR) for each user. Here, we explore a novel perspective and examine a transceiver design which is based on a fixed sum mutual information constraint and minimizes the arithmetic average of mean square error of MMSE-decision feedback detection. For this optimization problem, a closed-form solution is obtained and is achieved if and only if the averaged sum mutual information is uniformly distributed over each active subchannel. Meanwhile, the mutual information of the currently detected user is uniformly distributed over each individual symbol within the block signal of the user, assuming all the previous user signals have been perfectly detected.

[1]  Timothy N. Davidson,et al.  Asymptotically minimum BER linear block precoders for MMSE equalisation , 2004 .

[2]  G. Forney,et al.  Generalized Decision-Feedback Equalization for Packet Transmission with ISI and Gaussian Noise , 1997 .

[3]  John M. Cioffi,et al.  Vectored transmission for digital subscriber line systems , 2002, IEEE J. Sel. Areas Commun..

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

[5]  John M. Cioffi,et al.  Optimized transmission for fading multiple-access and broadcast channels with multiple antennas , 2006, IEEE Journal on Selected Areas in Communications.

[6]  Jian-Kang Zhang,et al.  Uniform decomposition of mutual information using MMSE decision feedback detection , 2005, Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..

[7]  Wei Yu,et al.  Iterative water-filling for Gaussian vector multiple-access channels , 2001, IEEE Transactions on Information Theory.

[8]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[9]  J. Magnus,et al.  Matrix Differential Calculus with Applications in Statistics and Econometrics (Revised Edition) , 1999 .

[10]  Zhi-Quan Luo,et al.  Minimum BER block precoders for zero-forcing equalization , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[11]  John M. Cioffi,et al.  MMSE decision-feedback equalizers and coding. I. Equalization results , 1995, IEEE Trans. Commun..

[12]  Anna Scaglione,et al.  Filterbank Transceivers Optimizing Information Rate in Block Transmissions over Dispersive Channels , 1999, IEEE Trans. Inf. Theory.

[13]  L. H. Brandenburg,et al.  Capacity of the Gaussian channel with memory: The multivariate case , 1974 .

[14]  Jian-Kang Zhang,et al.  Design of block transceivers with decision feedback detection , 2005, IEEE Transactions on Signal Processing.

[15]  John M. Cioffi,et al.  A Discrete Multitone Transceiver System for HDSL Applications , 1991, IEEE J. Sel. Areas Commun..

[16]  Zhi-Quan Luo,et al.  Transceiver optimization for block-based multiple access through ISI channels , 2004, IEEE Transactions on Signal Processing.

[17]  Jian-Kang Zhang,et al.  Equal-diagonal QR decomposition and its application to precoder design for successive-cancellation detection , 2005, IEEE Transactions on Information Theory.

[18]  Mahesh K. Varanasi,et al.  Decision Feedback Multiuser Detection: A Systematic Approach , 1999, IEEE Trans. Inf. Theory.

[19]  John M. Cioffi,et al.  Discrete multiple tone modulation with coset coding for the spectrally shaped channel , 1992, IEEE Trans. Commun..

[20]  John M. Cioffi,et al.  Joint Tx-Rx beamforming design for multicarrier MIMO channels: a unified framework for convex optimization , 2003, IEEE Trans. Signal Process..

[21]  Holger Boche,et al.  Transmission strategies for the MIMO MAC with MMSE receiver: average MSE optimization and achievable individual MSE region , 2003, IEEE Trans. Signal Process..

[22]  Anna Scaglione,et al.  Redundant filterbank precoders and equalizers. I. Unification and optimal designs , 1999, IEEE Trans. Signal Process..

[23]  Holger Boche,et al.  Delay-limited capacity: multiple antennas, moment constraints, and fading statistics , 2007, IEEE Transactions on Wireless Communications.

[24]  Zhi-Quan Luo,et al.  Minimum BER block precoders for zero-forcing equalization , 2002, ICASSP.

[25]  J. Yang,et al.  Joint transmitter-receiver optimization for multi-input multi-output systems with decision feedback , 1994, IEEE Trans. Inf. Theory.