• 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