DocumentCode :
1192712
Title :
MMSE analysis of certain large isometric random precoded systems
Author :
Debbah, Mérouane ; Hachem, Walid ; Loubaton, P. ; De Courville, Marc
Author_Institution :
Motorola Labs-Paris, Gif-sur-Yvette, France
Volume :
49
Issue :
5
fYear :
2003
fDate :
5/1/2003 12:00:00 AM
Firstpage :
1293
Lastpage :
1311
Abstract :
Linear precoding consists in multiplying by an N×K matrix a K-dimensional vector obtained by serial-to-parallel conversion of a symbol sequence to be transmitted. In this paper, new tools, borrowed from the so-called free probability theory, are introduced for the purpose of analyzing the performance of minimum mean-square error (MMSE) receivers for certain large random isometric precoded systems on fading channels. The isometric condition represents the case of precoding matrices with orthonormal columns. It is shown in this contribution that the signal-to-interference-plus-noise ratio (SINR) at the equalizer output converges almost surely to a deterministic value depending on the probability distribution of the channel coefficients when N→+∞ and K/N→α≤1. These asymptotic results are used to analyze the impact of orthogonal spreading as well as to optimally balance the redundancy introduced between linear precoding versus classical convolutional coding, while preserving a simple MMSE equalization scheme at the receiver.
Keywords :
Rayleigh channels; code division multiple access; diversity reception; equalisers; interference (signal); least mean squares methods; linear codes; matrix multiplication; receivers; sequences; K-dimensional vector; MMSE analysis; SINR; channel coefficients; equalizer output; fading channels; free probability theory; isometric condition; large isometric random precoded systems; large random isometric precoded systems; linear precoding; matrix; minimum mean-square error receivers; orthogonal spreading; precoding matrices; probability distribution; random matrices; redundancy; serial-to-parallel conversion; signal space diversity; signal-to-interference-plus-noise ratio; symbol sequence; Convolutional codes; Equalizers; Fading; Matrix converters; OFDM modulation; Performance analysis; Probability distribution; Rayleigh channels; Redundancy; Signal to noise ratio;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2003.810641
Filename :
1197860
Link To Document :
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