Title :
Quadratic forms on complex random matrices and channel capacity
Author :
Ratnarajah, T. ; Vaillancourt, R.
Author_Institution :
Ottawa Univ., Ont., Canada
Abstract :
Quadratic forms on complex random matrices and their joint eigenvalue densities are derived with the goal of studying the ergodic channel capacity of multiple-input multiple-output (MIMO) Rayleigh distributed wireless communication channels. We consider MIMO channels which are correlated at the transmitter and/or the receiver ends and evaluate the corresponding ergodic capacity formulas. These formulas are expressed in terms of complex zonal polynomials. This study shows how channel correlation degrades the capacity of the communication systems.
Keywords :
MIMO systems; Rayleigh channels; channel capacity; correlation theory; eigenvalues and eigenfunctions; polynomial matrices; MIMO channels; Rayleigh distributed channels; channel correlation; complex random matrices; complex zonal polynomials; ergodic channel capacity; joint eigenvalue densities; multiple-input multiple-output channels; quadratic forms; wireless communication channels; Channel capacity; Covariance matrix; Degradation; Eigenvalues and eigenfunctions; MIMO; Mutual information; Polynomials; Symmetric matrices; Transmitters; Wireless communication;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326844