DocumentCode :
918148
Title :
Quadratic forms in complex Gaussian matrices and performance analysis of MIMO systems with cochannel interference
Author :
Kang, Ming ; Alouini, Mohamed-Slim
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
Volume :
3
Issue :
2
fYear :
2004
fDate :
3/1/2004 12:00:00 AM
Firstpage :
418
Lastpage :
431
Abstract :
This paper establishes an analytical framework for the performance analysis of multiple-input/multiple output (MIMO) systems subject to cochannel interference and operating over fading channels. First, we present some new statistical results dealing with the distribution of the largest eigenvalue of certain quadratic forms in complex Gaussian matrices and establish the connection between these results and the performance analysis of MIMO systems subject to cochannel interference. We consider interference limited systems in which the number of cochannel interferers exceeds or is equal to the number of receiving antenna elements. We then derive new "closed-form" expressions of the probability density function of the outage signal-to-interference ratio and the system outage probability for MIMO systems in Rician-Rayleigh (i.e., the desired user is subject to Rician fading while cochannel interferers are subject to Rayleigh fading) and Rayleigh-Rayleigh fading environments. When applicable, these expressions are compared to special cases previously reported in the literature dealing with the performance of single-input/multiple-output (SIMO) systems. As a double check, these analytical results and assumptions are validated by Monte Carlo simulations and as an illustration of the mathematical formalism some numerical examples for particular cases of interests are plotted and discussed. These results show that under the same the scattering and interfering conditions and given a fixed number of total antenna elements and cochannel interferers: 1) SIMO systems will always outperform multiple-input/single-output systems and 2) it is preferable to distribute the number of antenna elements evenly between the transmitter and the receiver for an optimum performance.
Keywords :
MIMO systems; Monte Carlo methods; Rayleigh channels; Rician channels; adaptive antenna arrays; cellular radio; cochannel interference; interference suppression; matrix algebra; MIMO systems; Monte Carlo simulations; Rayleigh-Rayleigh fading channel; Rician-Rayleigh fading channel; adaptive antenna; cochannel interference; complex Gaussian matrices; fading channels; interference suppression; mathematical formalism; multiple input multiple output system; optimum combining; performance analysis; probability density function; random matrix theory; receiving antenna elements; signal-to-interference ratio; smart antenna; Closed-form solution; Eigenvalues and eigenfunctions; Fading; Interchannel interference; MIMO; Performance analysis; Probability density function; Rayleigh channels; Receiving antennas; Transmitting antennas;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/TWC.2003.821188
Filename :
1271235
Link To Document :
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