DocumentCode
417811
Title
A robust joint linear precoder and decoder MMSE design for slowly time-varying MIMO channels
Author
Khaled, Nadia ; Leus, Geert ; Desset, Claude ; De Man, Hugo
Author_Institution
Interuniversity Micro-Electron. Center, Belgium
Volume
4
fYear
2004
fDate
17-21 May 2004
Abstract
The joint linear precoder and decoder minimum mean squared error (MMSE) design represents a low complexity yet powerful solution for spatial multiplexing MIMO systems. Its performance, however, critically depends on the availability of timely channel state information (CSI) at both transmitter and receiver. In practice, the latter assumption can be severely challenged, due to channel time variations that lead to outdated CSI at the transmitter. State-of-the-art designs mistakenly use the outdated CSI to design the linear precoder and rely on the receiver to reduce the induced degradation. In this paper, we propose a robust Bayesian joint linear precoder and decoder solution that takes into account the uncertainty of the true channel, given the outdated CSI at the transmitter. We finally assess the robustness of our design to channel time variations through Monte-Carlo analysis of the system´s MMSE and average bit-error rate (BER) performance.
Keywords
Bayes methods; MIMO systems; Monte Carlo methods; channel coding; channel estimation; decoding; error statistics; least mean squares methods; space division multiplexing; time-varying channels; BER performance; Bayesian precoder/decoder; MMSE design; Monte-Carlo analysis; channel state information; minimum mean squared error; receiver CSI; robust joint linear precoder/decoder; slowly time-varying MIMO channels; spatial multiplexing; transmitter CSI; Availability; Bayesian methods; Bit error rate; Channel state information; Decoding; Degradation; MIMO; Robustness; Transmitters; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326869
Filename
1326869
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