DocumentCode :
1683500
Title :
On the Ergodic Capacity of Frequency Selective MIMO Systems Equipped with MMSE Receivers: An Asymptotic Approach
Author :
Artigue, C. ; Loubaton, P. ; Mouhouche, B.
Author_Institution :
CNRS, Univ. Paris-Est, Marne la Vallee
fYear :
2008
Firstpage :
1
Lastpage :
5
Abstract :
This paper is devoted to the study of the ergodic capacity of frequency selective MIMO systems equipped with a MMSE receiver when the channel state information is available at the receiver side and when the second order statistics of the channel taps are known at the transmitter side. As the expression of this capacity is rather complicated and difficult to analyse, it is studied in the case where the number of transmit and receive antennas converge to +oo at the same rate. In this asymptotic regime, the main results of the paper are related to the design of an optimal precoder in the case where the transmit antennas are correlated. It is shown that the left singular eigenvectors of the optimum precoder coincide with the eigenvectors of the mean of the channel taps transmit covariance matrices, and its singular values are solution of a certain maximization problem.
Keywords :
MIMO communication; channel capacity; covariance matrices; eigenvalues and eigenfunctions; least mean squares methods; receiving antennas; transmitting antennas; MMSE receivers; asymptotic approach; channel state information; channel taps transmit covariance matrices; ergodic capacity; frequency selective MIMO systems; left singular eigenvector; optimal precoder; receive antennas; second order statistics; transmit antenna; Channel state information; Context awareness; Covariance matrix; Digital communication; Frequency; MIMO; Receiving antennas; Statistics; Transmitters; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
Conference_Location :
New Orleans, LO
ISSN :
1930-529X
Print_ISBN :
978-1-4244-2324-8
Type :
conf
DOI :
10.1109/GLOCOM.2008.ECP.716
Filename :
4698491
Link To Document :
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