• DocumentCode
    2300958
  • Title

    On the fluctuations of the mutual information of large dimensional MIMO channels

  • Author

    Hachem, Walid ; Loubaton, Philippe ; Najim, Jamal

  • Author_Institution
    ENST, CNRS, Paris
  • fYear
    2008
  • fDate
    5-9 May 2008
  • Firstpage
    436
  • Lastpage
    439
  • Abstract
    In this article, large random matrix theory is used to study Shannonpsilas mutual information of a general class of multiple input multiple output radio channels with random correlated gains. In the literature, there exists an approximation of this mutual information in the asymptotic regime where the number of transmitting antennas and the number of receiving antennas grow toward infinity at the same pace. This contribution is devoted to the study of the mutual informationpsilas fluctuations around this deterministic approximation under the form of a central limit theorem (CLT). In particular, this CLT provides an approximation of the outage probability, which represents a fundamental performance index for communications on slow fading channels. The proof of this CLT relies on martingale theory.
  • Keywords
    MIMO communication; antenna arrays; fading channels; matrix algebra; probability; Shannon mutual information; central limit theorem; large dimensional MIMO channels; large random matrix theory; multiple input multiple output radio channels; mutual information fluctuations; outage probability; receiving antennas; slow fading channels; transmitting antennas; Fading; Fluctuations; MIMO; Mutual information; Performance analysis; Radio transmitters; Random variables; Receiving antennas; Transmitting antennas; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Workshop, 2008. ITW '08. IEEE
  • Conference_Location
    Porto
  • Print_ISBN
    978-1-4244-2269-2
  • Electronic_ISBN
    978-1-4244-2271-5
  • Type

    conf

  • DOI
    10.1109/ITW.2008.4578702
  • Filename
    4578702