Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems

被引:258
作者
Kang, M [1 ]
Alouini, MS [1 ]
机构
[1] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
beamforming; flat Rician-fading channel; maximal ratio combining (MRC); multiple-input-multiple-output (MIMO) systems; outage probability;
D O I
10.1109/JSAC.2003.809720
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper extends Khatri distribution of the largest eigenvalue of central complex Wishart matrices to the noncentral case. It then applies the resulting new statistical results to obtain closed-form expressions for the outage probability of multiple-input-multiple-output (MIMO) systems employing maximal ratio combining (known also as "beamforming" systems) and operating over Rician-fading channels. When applicable these expressions are compared with special cases previously reported in the literature dealing with the performance of 1) MIMO systems over Rayleigh-fading channels and 2) single-input-multiple-output (SIMO) systems over Rician-fading channels. As a double check these analytical results are validated by Monte Carlo simulations and,as an illustration of the mathematical formalism some numerical examples for particular cases of interest are plotted and discussed. These results show that, given a fixed number of total antenna elements and under the same scattering condition 1) SIMO systems are equivalent to 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 a minimum outage probability performance.
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页码:418 / 426
页数:9
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