DocumentCode
1704409
Title
On the fluctuations of the mutual information for non centered MIMO channels: The non Gaussian case
Author
Kammoun, Abla ; Kharouf, Malika ; Hachem, Walid ; Najim, Jamal ; Kharroubi, Ahmed EI
Author_Institution
TELECOM ParisTech, Paris, France
fYear
2010
Firstpage
1
Lastpage
5
Abstract
The use of Multiple Input Multiple Output (MIMO) systems has been widely recognized as an efficient solution to increase the data rate of wireless communications. In this regard, several contributions investigate the performance improvement of MIMO systems in terms of Shannon´s mutual information. In most of these contributions, elements of the MIMO channel matrix are assumed to belong to a multivariate Gaussian distribution. The non Gaussian case, which is realistic in many practical environments, has been much less studied. This contribution is devoted to the study of the mutual information of MIMO channels when the channel matrix elements are Ricean with the non-Ricean component being iid but non-Gaussian. In this context, the mutual information behavior is studied in the large dimensional regime where both channel matrix dimensions converge to infinity at the same pace. In this regime, a Central Limit Theorem on the mutual information is provided. In particular, the mutual information variance is determined in terms of the parameters of the channel statistical model. Since non Gaussian entries are allowed, a new term proportional to the fourth cumulant of their distribution arises in the expression of the asymptotic variance. In addition, a bias term proportional to this fourth order cumulant appears.
Keywords
MIMO communication; statistical analysis; MIMO channel matrix; Ricean component; Shannon mutual information; asymptotic variance; central limit theorem; channel statistical model; multiple input multiple output systems; multivariate Gaussian distribution; mutual information behavior; nonGaussian case; nonRicean component; noncentered MIMO channels; wireless communications;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Advances in Wireless Communications (SPAWC), 2010 IEEE Eleventh International Workshop on
Conference_Location
Marrakech
ISSN
1948-3244
Print_ISBN
978-1-4244-6990-1
Electronic_ISBN
1948-3244
Type
conf
DOI
10.1109/SPAWC.2010.5671057
Filename
5671057
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