DocumentCode
417792
Title
Quadratic forms on complex random matrices and channel capacity
Author
Ratnarajah, T. ; Vaillancourt, R.
Author_Institution
Ottawa Univ., Ont., Canada
Volume
4
fYear
2004
fDate
17-21 May 2004
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326844
Filename
1326844
Link To Document