Title :
The PDF of the lth Largest Eigenvalue of Central Wishart Matrices and its Application to the Performance Analysis of MIMO Systems
Author :
Zanella, Alberto ; Chiani, Marco
Author_Institution :
IEIIT-BO, CNR, Bologna
Abstract :
The research of closed form expressions for the PDF of the lscrth ordered eigenvalue of a Wishart matrix has received a great attention in the past years owing to its applications in the performance analysis of multiple input multiple output (MIMO) systems in fading environments. Although several closed form expressions for this PDF were obtained in the past years, to the authors´ knowledge, no one was very friendly for further analysis. We propose a methodology to obtain the PDF for the lscrth largest eigenvalue whose expression is given as a sum of terms x betae-xdelta . This expression is easily usable to obtain closed form results for the performance of many MIMO systems, such as, for instance, MIMO beamforming, and MIMO with singular value decomposition (SVD). The methodology is valid for both uncorrelated and correlated central Wishart, allowing the investigation of MIMO systems with uncorrelated and correlated Rayleigh fading.
Keywords :
MIMO communication; Rayleigh channels; correlation methods; eigenvalues and eigenfunctions; matrix algebra; probability; MIMO system; PDF; SVD; beamforming; central Wishart matrix; closed form expression; correlated Rayleigh fading; eigenvalue; multiple input multiple output system; performance analysis; singular value decomposition; uncorrelated Rayleigh fading; Array signal processing; Eigenvalues and eigenfunctions; Fading; MIMO; Matrix decomposition; Performance analysis; Performance gain; Rayleigh channels; Singular value decomposition; Wireless communication;
Conference_Titel :
Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
Conference_Location :
New Orleans, LO
Print_ISBN :
978-1-4244-2324-8
DOI :
10.1109/GLOCOM.2008.ECP.210