DocumentCode :
1556488
Title :
Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion
Author :
Sampath, Hemanth ; Stoica, Petre ; Paulraj, Arogyaswami
Author_Institution :
Inf. Syst. Lab., Stanford Univ., CA, USA
Volume :
49
Issue :
12
fYear :
2001
fDate :
12/1/2001 12:00:00 AM
Firstpage :
2198
Lastpage :
2206
Abstract :
We address the problem of designing jointly optimum linear precoder and decoder for a MIMO channel possibly with delay-spread, using a weighted minimum mean-squared error (MMSE) criterion subject to a transmit power constraint. We show that the optimum linear precoder and decoder diagonalize the MIMO channel into eigen subchannels, for any set of error weights. Furthermore, we derive the optimum linear precoder and decoder as functions of the error weights and consider specialized designs based on specific choices of error weights. We show how to obtain: (1) the maximum information rate design; (2) QoS-based design (we show how to achieve any set of relative SNRs across the subchannels); and (3) the (unweighted) MMSE and equal-error design for fixed rate systems
Keywords :
MIMO systems; channel coding; decoding; delays; fading channels; least mean squares methods; noise; optimisation; quality of service; MIMO channels; MMSE criterion; QoS-based design; SNR; delay-spread; eigen subchannels; equal-error design; fixed rate systems; flat-fading channel; generalized linear decoder design; generalized linear precoder design; maximum information rate design; optimum linear decoder; optimum linear precoder; unweighted MMSE; weighted MMSE criterion; weighted minimum mean-squared error; Decoding; Delay; Estimation error; Information rates; Information systems; Laboratories; MIMO; Throughput; Transmitters; Transmitting antennas;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/26.974266
Filename :
974266
Link To Document :
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