• DocumentCode
    2420133
  • Title

    Fluctuations of the mutual information in large distributed antenna systems with colored noise

  • Author

    Hoydis, Jakob ; Najim, Jamal ; Couillet, Romain ; Debbah, Mérouane

  • Author_Institution
    Dept. of Telecommun., Supelec, Gif-sur-Yvette, France
  • fYear
    2010
  • fDate
    Sept. 29 2010-Oct. 1 2010
  • Firstpage
    240
  • Lastpage
    245
  • Abstract
    This paper studies the fluctuations of the mutual information of a class of multiple-input multiple-output (MIMO) channels with arbitrary correlated noise in the large system limit. We provide a deterministic approximation of the ergodic mutual information, which is asymptotically accurate as the number of antennas grows, and study its fluctuations around this value under the form of a central limit theorem (CLT). This result can be used to predict the outage capacity for slow fading channels. The channel model considered in this contribution has a particular application in the context of distributed antenna or network MIMO systems where the path loss between any pair of transmit and receive antennas has a different value. As shown by simulations, the approximations are very accurate for channels of small dimensions.
  • Keywords
    MIMO communication; fading channels; noise; receiving antennas; transmitting antennas; arbitrary correlated colored noise; central limit theorem; distributed antenna system; fading channel; multiple-input multiple-output channel; mutual information fluctuation; network MIMO systems; receive antenna; transmit antenna; Approximation methods; Covariance matrix; Equations; MIMO; Mathematical model; Mutual information; Receiving antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on
  • Conference_Location
    Allerton, IL
  • Print_ISBN
    978-1-4244-8215-3
  • Type

    conf

  • DOI
    10.1109/ALLERTON.2010.5706913
  • Filename
    5706913