• DocumentCode
    2438607
  • Title

    On the effective spatio-temporal rank of wireless communication channels

  • Author

    Dietrich, Frank ; Utschick, Wolfgang

  • Author_Institution
    Inst. for Circuit Theor. & Signal Process., Munich Univ. of Technol., Germany
  • Volume
    5
  • fYear
    2002
  • fDate
    15-18 Sept. 2002
  • Firstpage
    1982
  • Abstract
    We consider the following receiver architecture for a wireless communication link with one transmit and multiple receive antennas: spatial and temporal rank reduction based on long-term (average) spatio-temporal channel properties followed by space-time processing using maximum-likelihood estimates of the channel coefficients. Receivers based on this architecture use e.g. a temporal or spatio-temporal Rake, beamspace processing, or eigenvalue decomposition. Their performance critically depends on a good choice of the spatio-temporal rank. We define the effective spatio-temporal rank based on the mean square error (MSE) of the receiver´s reduced rank channel estimate. Thus, we can determine the optimum rank and get an analytical insight in the fundamental trade-offs involved, when designing such systems. Using this criterion we discuss under which conditions beamforming is optimal compared to diversity combining.
  • Keywords
    array signal processing; channel estimation; diversity reception; eigenvalues and eigenfunctions; maximum likelihood estimation; mean square error methods; mobile radio; optimisation; radio receivers; receiving antennas; space-time adaptive processing; spread spectrum communication; transmitting antennas; MSE; Rake receiver; beamforming; beamspace processing; channel coefficients; diversity combining; effective spatio-temporal rank; eigenvalue decomposition; long-term channel properties; maximum-likelihood estimates; mean square error; multiple receive antennas; optimum rank; performance; rank reduction; receiver architecture; reduced rank channel estimate; space-time processing; transmit antennas; wireless communication channels; wireless communication link; Array signal processing; Bit error rate; Channel estimation; Circuit theory; Diversity reception; Mean square error methods; RAKE receivers; Signal processing; Space technology; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 2002. The 13th IEEE International Symposium on
  • Print_ISBN
    0-7803-7589-0
  • Type

    conf

  • DOI
    10.1109/PIMRC.2002.1046491
  • Filename
    1046491