DocumentCode
1339400
Title
Mutual Information Statistics and Beamforming Performance Analysis of Optimized LoS MIMO Systems
Author
Matthaiou, Michail ; De Kerret, Paul ; Karagiannidis, George K. ; Nossek, Josef A.
Author_Institution
Tech. Univ. Munchen, München, Germany
Volume
58
Issue
11
fYear
2010
fDate
11/1/2010 12:00:00 AM
Firstpage
3316
Lastpage
3329
Abstract
This paper provides a systematic mutual information (MI) and multichannel beamforming (MBF) characterization of optimized multiple-input multiple-output (MIMO) communication systems operating in Ricean fading. These optimized configurations are of high practical importance since, contrary to the common belief, benefit from the presence of direct Line-of-Sight (LoS) components and deliver maximum multiplexing gains, by deploying specifically designed antenna arrays at both ends. In the following, using elements from random matrix theory, novel analytical expressions are derived for the exact and asymptotic MI statistics while the prevalent Gaussian approximation is examined. Moreover, new explicit expressions for the marginal eigenvalues are deduced which are thereafter used to analyze the BF performance of the associated eigenmodes in terms of Signal-to-Noise ratio (SNR) outage probability. We note that all derived formulas are given in tractable determinant form and therefore allow for fast and efficient computation and also yield an excellent match with Monte-Carlo simulations, under different fading scenarios and model parameters.
Keywords
Gaussian processes; MIMO communication; Monte Carlo methods; Rician channels; antenna arrays; array signal processing; eigenvalues and eigenfunctions; matrix algebra; Gaussian approximation; Monte-Carlo simulations; Ricean fading; antenna arrays; asymptotic MI statistics; beamforming performance analysis; direct line-of-sight components; marginal eigenvalues; maximum multiplexing gains; multichannel beamforming; mutual information statistics; optimized LoS MIMO systems; optimized multiple-input multiple-output communication systems; random matrix theory; signal-to-noise ratio outage probability; systematic mutual information; Eigenvalues and eigenfunctions; Joints; MIMO; Performance analysis; Rayleigh channels; Signal to noise ratio; MIMO systems; Mutual information; Ricean fading; Wishart matrices; eigenvalue distributions;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2010.091710.090770
Filename
5590325
Link To Document