• DocumentCode
    1671226
  • 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
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
  • Conference_Location
    New Orleans, LO
  • ISSN
    1930-529X
  • Print_ISBN
    978-1-4244-2324-8
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2008.ECP.210
  • Filename
    4697985