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
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;
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
DOI :
10.1109/ICC.2008.247