Title :
Performance of MMSE MIMO Receivers: A Large N Analysis for Correlated Channels
Author :
Moustakas, Aris L. ; Kumar, K. Raj ; Caire, Giuseppe
Author_Institution :
Dept. of Phys., Univ. of Athens, Athens
Abstract :
Linear receivers are considered as an attractive low- complexity alternative to optimal processing for multi-antenna MIMO communications. In this paper we characterize the performance of MMSE MIMO receivers in the limit of large antenna numbers in the presence of channel correlations. Using a different approach, we generalize our results obtained in [1] to correlated channels showing that the mutual information converges in distribution to a Gaussian random variable whose mean and variance can be characterized analytically. Our results agree very well with simulations even with a moderate number of antennas. We conclude by observing that for a fixed target rate and operating SNR, using a larger number of antennas and with a simple linear MMSE receiver may be a convenient design choice compared to limiting the number of antennas and insisting on more complicated non-linear receivers.
Keywords :
Gaussian channels; MIMO communication; antenna arrays; least mean squares methods; radio receivers; wireless channels; Gaussian random variable; channel correlation; fixed target rate; large N analysis; linear MMSE MIMO receiver; multiantenna communication; mutual information convergence; Analysis of variance; Antenna accessories; Gaussian distribution; MIMO; Mutual information; Performance analysis; Physics; Random variables; Receiving antennas; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference, 2009. VTC Spring 2009. IEEE 69th
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-2517-4
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2009.5073796