• DocumentCode
    2905717
  • Title

    Mutual Information Statistics of Optimized LoS MIMO Systems

  • Author

    Matthaiou, Michail ; Pitarokoilis, Antonios ; Nossek, Josef A.

  • Author_Institution
    Inst. for Circuit Theor. & Signal Process., Tech. Univ. Munchen, Munich, Germany
  • fYear
    2010
  • fDate
    23-27 May 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The presence of line-of-sight (LoS) components is typically considered as a hindrance for multiple-input multiple-output (MIMO) communications due to the limited amount of multipath scattering which, in turn, results in low spatial multiplexing gains. However, some recent investigations have questioned this common belief and demonstrated that by employing specifically designed antenna arrays at both the transmitter (Tx) and receiver (Rx), the mean channel matrix can become full-rank and, consequently, we can obtain high channel capacities even at high Ricean K-factors. In this paper, using the joint ordered eigenvalue probability density function (PDF) as a starting point, we derive analytical exact and asymptotic expressions for the mutual information (MI) statistics of these optimized LoS MIMO configurations. The proposed analytical formulae are given in a tractable determinant form and thus can be easily evaluated and efficiently programmed. The implications of the model parameters on MI statistics are also assessed with the match between the analytical curves and Monte-Carlo simulations being excellent.
  • Keywords
    MIMO communication; Monte Carlo methods; antenna arrays; eigenvalues and eigenfunctions; probability; receiving antennas; space division multiplexing; transmitting antennas; Monte-Carlo simulations; Ricean K-factors; antenna arrays; joint ordered eigenvalue probability density function; line-of-sight components; mean channel matrix; multipath scattering; multiple-input multiple-output communication; mutual information statistics; receiver; spatial multiplexing gains; transmitter; Antenna arrays; Channel capacity; MIMO; Mutual information; Receiving antennas; Scattering; Statistical analysis; Statistics; Transmitters; Transmitting antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2010 IEEE International Conference on
  • Conference_Location
    Cape Town
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4244-6402-9
  • Type

    conf

  • DOI
    10.1109/ICC.2010.5502245
  • Filename
    5502245