DocumentCode
1616994
Title
A General Framework for the Distribution of the Eigenvalues of Wishart Matrices
Author
Zanella, Alberto ; Chiani, Marco ; Win, Moe Z.
Author_Institution
DEIS, Univ. of Bologna, Bologna
fYear
2008
Firstpage
1271
Lastpage
1276
Abstract
This paper focuses on the stochastic analysis of Wishart matrices, which appear in many problems related to the performance analysis multiple-input-multiple-output (MIMO). We propose a general methodology to evaluate some multiple nested integrals of interest With this methodology we obtain a closed-form expression for the joint probability density function (pdf) of k consecutive ordered eigenvalues and, as a special case, the pdf of the lth ordered eigenvalue of Wishart matrices.
Keywords
MIMO communication; eigenvalues and eigenfunctions; matrix algebra; statistical analysis; Wishart matrices; consecutive ordered eigenvalues; multiple-input-multiple-output performance analysis; probability density function; stochastic analysis; Closed-form solution; Communications Society; Eigenvalues and eigenfunctions; MIMO; Performance analysis; Probability density function; Rayleigh scattering; Rician channels; Stochastic processes; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-2075-9
Electronic_ISBN
978-1-4244-2075-9
Type
conf
DOI
10.1109/ICC.2008.247
Filename
4533283
Link To Document