• DocumentCode
    2659786
  • Title

    Free probability based capacity calculation for MIMO channels with transmit or receive correlation

  • Author

    Skupch, Ana ; Seethaler, Dominik ; Hlawatsch, Franz

  • Author_Institution
    Inst. of Commun. & Radio-Frequency Eng., Vienna Univ. of Technol., Austria
  • Volume
    2
  • fYear
    2005
  • fDate
    13-16 June 2005
  • Firstpage
    1041
  • Abstract
    We apply tools from free probability theory to the asymptotic analysis of MIMO systems with spatial correlation at the transmitter or receiver side. The MIMO channel is modeled by a one-sided Kronecker model with exponential transmitter or receiver correlation matrix. We compute the asymptotic channel capacity based on a calculation of the asymptotic eigenvalue pdf. The dependence of the asymptotic channel capacity on the SNK, dimension ratio, and correlation parameter is studied. Finally, it is demonstrated that the asymptotic capacity closely approximates the simulated capacity of finite-dimensional MIMO channels already for moderate system dimensions.
  • Keywords
    MIMO systems; channel capacity; eigenvalues and eigenfunctions; probability; telecommunication networks; Kronecker model; MIMO channels; asymptotic analysis; asymptotic channel capacity; asymptotic eigenvalue; free probability based capacity calculation; receiver correlation matrix; transmitter correlation matrix; Capacity planning; Channel capacity; Computational modeling; Eigenvalues and eigenfunctions; MIMO; Probability; Radio transmitters; Receiving antennas; Statistics; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Networks, Communications and Mobile Computing, 2005 International Conference on
  • Print_ISBN
    0-7803-9305-8
  • Type

    conf

  • DOI
    10.1109/WIRLES.2005.1549556
  • Filename
    1549556