• DocumentCode
    417811
  • Title

    A robust joint linear precoder and decoder MMSE design for slowly time-varying MIMO channels

  • Author

    Khaled, Nadia ; Leus, Geert ; Desset, Claude ; De Man, Hugo

  • Author_Institution
    Interuniversity Micro-Electron. Center, Belgium
  • Volume
    4
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    The joint linear precoder and decoder minimum mean squared error (MMSE) design represents a low complexity yet powerful solution for spatial multiplexing MIMO systems. Its performance, however, critically depends on the availability of timely channel state information (CSI) at both transmitter and receiver. In practice, the latter assumption can be severely challenged, due to channel time variations that lead to outdated CSI at the transmitter. State-of-the-art designs mistakenly use the outdated CSI to design the linear precoder and rely on the receiver to reduce the induced degradation. In this paper, we propose a robust Bayesian joint linear precoder and decoder solution that takes into account the uncertainty of the true channel, given the outdated CSI at the transmitter. We finally assess the robustness of our design to channel time variations through Monte-Carlo analysis of the system´s MMSE and average bit-error rate (BER) performance.
  • Keywords
    Bayes methods; MIMO systems; Monte Carlo methods; channel coding; channel estimation; decoding; error statistics; least mean squares methods; space division multiplexing; time-varying channels; BER performance; Bayesian precoder/decoder; MMSE design; Monte-Carlo analysis; channel state information; minimum mean squared error; receiver CSI; robust joint linear precoder/decoder; slowly time-varying MIMO channels; spatial multiplexing; transmitter CSI; Availability; Bayesian methods; Bit error rate; Channel state information; Decoding; Degradation; MIMO; Robustness; Transmitters; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326869
  • Filename
    1326869