Title :
Mutual information of MIMO channels in correlated Rayleigh fading environments - a general solution
Author :
Kiessling, Mario ; Speidel, Joachim
Author_Institution :
Inst. of Telecommun., Stuttgart Univ., Germany
Abstract :
We present a novel approach on the calculation of the moment generating function of mutual information, of MIMO channels with correlated Rayleigh fading. For the first time, a concise mathematical formulation of the moment generating function is given in terms of a hypergeometric function of matrix arguments. In contrast to existing literature, our approach is not based on eigenvalue probability density functions but uses a direct integration technique. In principle, via the moment generating function it is possible to calculate exact, i.e. non-asymptotic moments, including e.g. ergodic capacity, for arbitrary array sizes and arbitrary correlation properties at receiver as well as transmitter, thus unifying and completing existing partial solutions for special propagation scenarios. Monte-Carlo simulations of ergodic capacity verify the accuracy of the analysis.
Keywords :
MIMO systems; Monte Carlo methods; Rayleigh channels; correlation methods; eigenvalues and eigenfunctions; integration; matrix algebra; MIMO channels; Monte-Carlo simulations; antenna arrays; arbitrary array sizes; arbitrary correlation properties; correlated Rayleigh fading environments; direct integration technique; ergodic capacity; hypergeometric function; matrix arguments; moment generating function; multiple-input multiple-output channels; mutual information; receiving antennas; transmitting antennas; Additive noise; Covariance matrix; Eigenvalues and eigenfunctions; Fading; Gaussian noise; MIMO; Mobile communication; Mutual information; Rayleigh channels; Working environment noise;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312614