• DocumentCode
    1450252
  • Title

    Asymptotic Statistics of the Mutual Information for Spatially Correlated Rician Fading MIMO Channels With Interference

  • Author

    Riegler, Erwin ; Taricco, Giorgio

  • Author_Institution
    Fac. of Electr. Eng. & Inf. Technol., Vienna Univ. of Technol., Vienna, Austria
  • Volume
    56
  • Issue
    4
  • fYear
    2010
  • fDate
    4/1/2010 12:00:00 AM
  • Firstpage
    1542
  • Lastpage
    1559
  • Abstract
    The statistics of the mutual information of a separately correlated Rician fading multiple-input multiple-output (MIMO) channel in the presence of multiple-access interference are addressed in this paper. The approach followed is asymptotic in the number of transmit, receive, and interfering antennas, which are all assumed to grow asymptotically large while approaching finite ratios. In this asymptotic regime: i) the mean and the variance of the mutual information are calculated; and ii) the mutual information distribution is shown to converge to the Gaussian distribution, specified completely by the mean and variance, under some mild technical conditions. The asymptotic method adopted relies on two powerful tools developed in the context of theoretical physics: the replica method and superanalysis. The former has been already successfully applied in several research studies on MIMO systems. The application of these asymptotic results takes advantage of the fact that, in spite of being developed under the assumption of an asymptotically large number of antennas, they still represent a very accurate approximation even when the number of antennas is limited to a few units, as supported by the ample set of numerical results obtained by Monte Carlo simulations and reported in this paper.
  • Keywords
    Gaussian distribution; MIMO communication; Monte Carlo methods; Rician channels; cochannel interference; receiving antennas; transmitting antennas; Gaussian distribution; MIMO channels; Monte Carlo simulations; Rician fading; antennas; interference channel; multiple-input multiple-output channel; mutual information; replica method; superanalysis; Antennas and propagation; MIMO; Multiple access interference; Mutual information; Rayleigh scattering; Receiving antennas; Rician channels; Statistics; Transmitters; Transmitting antennas; Multiple-input multiple-output (MIMO) system capacity; correlated Rician fading; interference channels; replica method; superanalysis;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2010.2040865
  • Filename
    5437443