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
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;
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
DOI :
10.1109/ITW.2008.4578702