DocumentCode
2300958
Title
On the fluctuations of the mutual information of large dimensional MIMO channels
Author
Hachem, Walid ; Loubaton, Philippe ; Najim, Jamal
Author_Institution
ENST, CNRS, Paris
fYear
2008
fDate
5-9 May 2008
Firstpage
436
Lastpage
439
Abstract
In this article, large random matrix theory is used to study Shannonpsilas mutual information of a general class of multiple input multiple output radio channels with random correlated gains. In the literature, there exists an approximation of this mutual information in the asymptotic regime where the number of transmitting antennas and the number of receiving antennas grow toward infinity at the same pace. This contribution is devoted to the study of the mutual informationpsilas fluctuations around this deterministic approximation under the form of a central limit theorem (CLT). In particular, this CLT provides an approximation of the outage probability, which represents a fundamental performance index for communications on slow fading channels. The proof of this CLT relies on martingale theory.
Keywords
MIMO communication; antenna arrays; fading channels; matrix algebra; probability; Shannon mutual information; central limit theorem; large dimensional MIMO channels; large random matrix theory; multiple input multiple output radio channels; mutual information fluctuations; outage probability; receiving antennas; slow fading channels; transmitting antennas; Fading; Fluctuations; MIMO; Mutual information; Performance analysis; Radio transmitters; Random variables; Receiving antennas; Transmitting antennas; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Workshop, 2008. ITW '08. IEEE
Conference_Location
Porto
Print_ISBN
978-1-4244-2269-2
Electronic_ISBN
978-1-4244-2271-5
Type
conf
DOI
10.1109/ITW.2008.4578702
Filename
4578702
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