• DocumentCode
    414923
  • Title

    Mutual information of MIMO channels in correlated Rayleigh fading environments - a general solution

  • Author

    Kiessling, Mario ; Speidel, Joachim

  • Author_Institution
    Inst. of Telecommun., Stuttgart Univ., Germany
  • Volume
    2
  • fYear
    2004
  • fDate
    20-24 June 2004
  • Firstpage
    814
  • Abstract
    We present a novel approach on the calculation of the moment generating function of mutual information, of MIMO channels with correlated Rayleigh fading. For the first time, a concise mathematical formulation of the moment generating function is given in terms of a hypergeometric function of matrix arguments. In contrast to existing literature, our approach is not based on eigenvalue probability density functions but uses a direct integration technique. In principle, via the moment generating function it is possible to calculate exact, i.e. non-asymptotic moments, including e.g. ergodic capacity, for arbitrary array sizes and arbitrary correlation properties at receiver as well as transmitter, thus unifying and completing existing partial solutions for special propagation scenarios. Monte-Carlo simulations of ergodic capacity verify the accuracy of the analysis.
  • Keywords
    MIMO systems; Monte Carlo methods; Rayleigh channels; correlation methods; eigenvalues and eigenfunctions; integration; matrix algebra; MIMO channels; Monte-Carlo simulations; antenna arrays; arbitrary array sizes; arbitrary correlation properties; correlated Rayleigh fading environments; direct integration technique; ergodic capacity; hypergeometric function; matrix arguments; moment generating function; multiple-input multiple-output channels; mutual information; receiving antennas; transmitting antennas; Additive noise; Covariance matrix; Eigenvalues and eigenfunctions; Fading; Gaussian noise; MIMO; Mobile communication; Mutual information; Rayleigh channels; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2004 IEEE International Conference on
  • Print_ISBN
    0-7803-8533-0
  • Type

    conf

  • DOI
    10.1109/ICC.2004.1312614
  • Filename
    1312614