Second-order analysis of the joint SINR distribution in Rayleigh multiple access and broadcast channels

被引:0
作者
Pelletier, Adrien [1 ]
Couillet, Romain [1 ]
Najim, Jamal [2 ]
机构
[1] Supelec, Dept Telecommun, 3 Rue Joliot Curie, F-91192 Gif Sur Yvette, France
[2] Univ Paris Est 5, LIGM, Marne La Vallee, France
来源
2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS | 2013年
关键词
CAPACITY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article studies the joint distribution of the signal-to-interference-plus-noise ratios (SINR) of the users in Rayleigh multiple access channels and broadcast channels, using large dimensional random matrix theory. Two models are studied: a multiple access channel (MAC) with minimum mean square error (MMSE) decoding, and a broadcast channel with regularized zero-forcing (RZF) precoding. It is shown that, in both models, the empirical distribution of the SINRs of the users behaves asymptotically as a Gaussian, with identified mean and variance. The result is applied to the estimation of the proportion of users in outage for a given target rate. This asymptotic Gaussian behavior can be derived from a theoretical approach based on Stein's method in a random matrix theory context.
引用
收藏
页码:1223 / 1227
页数:5
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