Outage mutual information of space-time MIMO channels

被引:103
作者
Wang, ZD [1 ]
Giannakis, GB
机构
[1] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USA
[2] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
关键词
capacity; fading; Gaussianity; multiple-input multiple-output (MIMO); mutual information; outage space-time;
D O I
10.1109/TIT.2004.825029
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We derive analytical expressions for the probability density function (pdf) of the random mutual information between transmitted and received vector signals of a random space-time independent and identically distributed (i.i.d.) multiple-input multiple-output (MIMO) channel, assuming that the transmitted signals from the multiple antennas are Gaussian i.i.d.. We show that this pdf can be well approximated by a Gaussian distribution, and such a Gaussian approximation is based on expressions for the given pdfs mean and variance that we derive. We prove that at high signal-to-noise ratio (SNR), every factor of 2 increase in SNR leads to an increase in outage rate in the amount of min(M, N) bits, where M and N denote the number of transmit and receive antennas, respectively. A simple expression for the moment generating function (MGF) of the mutual information pdf is also provided, based on which we establish normality of the pdf, when both M and N are large, and the SNR is large.
引用
收藏
页码:657 / 662
页数:6
相关论文
共 9 条
[1]  
[Anonymous], 1998, INVLAPM MATLAB FUNCT
[2]  
BAUCH G, 2002, P 4 INT ITG C SOURC, P387
[3]   AN IMPROVED METHOD FOR NUMERICAL INVERSION OF LAPLACE TRANSFORMS [J].
de Hoog, FR ;
KNIGHT, JH ;
STOKES, AN .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1982, 3 (03) :357-366
[4]   On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas [J].
Foschini G.J. ;
Gans M.J. .
Wireless Personal Communications, 1998, 6 (3) :311-335
[5]  
HOCHWALD BM, UNPUB IEEE T INFORM
[6]   Capacity of a mobile multiple-antenna communication link in Rayleigh flat fading [J].
Marzetta, TL ;
Hochwald, BM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (01) :139-157
[7]  
MEHTA ML, 1967, RANDOM MATRICES
[8]   Capacity of multi-antenna Gaussian channels [J].
Telatar, E .
EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, 1999, 10 (06) :585-595
[9]  
Wolniansky P., 1998, P INT S SIGN SYST EL, V29, P295, DOI DOI 10.1109/ISSSE.1998.738086