• DocumentCode
    1994777
  • Title

    Analytic Framework for the Mutual Information Cumulants of Different MIMO Fading Channels

  • Author

    De Kerret, Paul ; Matthaiou, Michail ; Mathar, Rudolf ; Nossek, Josef A.

  • Author_Institution
    Inst. for Theor. Inf. Technol., RWTH Aachen Univ., Aachen, Germany
  • fYear
    2010
  • fDate
    6-10 Dec. 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we present a general analytical framework for the exact mutual information (MI) cumulants of multiple-input multiple-output (MIMO) systems with perfect receiver channel state information (CSI) and no transmitter CSI. Our derivation is based on a recent parameterization of the joint ordered eigenvalue probability density function (PDF), that encompasses both uncorrelated/semi-correlated Rayleigh channels as well as uncorrelated Rician channels. In addition, we extend our framework to account for the cumulants of doubly-correlated Rayleigh channels and also to deduce tractable expressions in the high Signal-to-Noise ratio (SNR) regime. The cumulants are particularly useful to study all high-order statistics (HOS) of the MI; in fact, they can be used to express the MI mean and variance as a finite sum of determinants. Our analytical expressions are then validated via Monte-Carlo simulations with the attained accuracy being excellent in all cases.
  • Keywords
    MIMO communication; Monte Carlo methods; Rayleigh channels; Rician channels; eigenvalues and eigenfunctions; higher order statistics; probability; MIMO fading channels; Monte-Carlo simulations; PDF; doubly-correlated Rayleigh channels; general analytical framework; high-order statistics; joint ordered eigenvalue probability density function; multiple-input multiple-output systems; mutual information cumulants; perfect receiver channel state information; signal-to-noise ratio; transmitter CSI; uncorrelated Rician channels; uncorrelated-semicorrelated Rayleigh channels; Antennas; Eigenvalues and eigenfunctions; Rayleigh channels; Rician channels; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
  • Conference_Location
    Miami, FL
  • ISSN
    1930-529X
  • Print_ISBN
    978-1-4244-5636-9
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2010.5683814
  • Filename
    5683814