Title :
Exact ergodic capacity of MIMO channels in correlated Rayleigh fading environments
Author :
Kiessling, Mario ; Speidel, Joachim
Author_Institution :
Inst. of Telecommun., Stuttgart Univ., Germany
Abstract :
Using recent results on the moment generating function of mutual information, we derive exact formulas for the calculation of ergodic capacity of a fully correlated MIMO channel with transmit as well as receive correlation in a flat Rayleigh fading environment. The analysis is non-asymptotic, i.e. it is applicable without constraints to systems with a small number of elements. It turns out that the ergodic capacity can be expressed in terms of a sum of determinants with elements that are a combination of polynomials, exponentials, and the exponential integral E1 solely. Various Monte-Carlo simulations confirm the validity and accuracy of the analysis.
Keywords :
MIMO systems; Monte Carlo methods; Rayleigh channels; antenna arrays; correlation theory; determinants; polynomials; Monte-Carlo simulation; Rayleigh fading environment; antenna element; correlated MIMO channel; determinant sum; ergodic capacity; exponential integral; moment generating function; multiple input multiple output; mutual information; nonasymptotic analysis; polynomial; AWGN; Additive noise; Channel capacity; Covariance matrix; Eigenvalues and eigenfunctions; MIMO; Mutual information; Polynomials; Rayleigh channels; Transmitters;
Conference_Titel :
Communications, 2004 International Zurich Seminar on
Print_ISBN :
0-7803-8329-X
DOI :
10.1109/IZS.2004.1287405