• DocumentCode
    431793
  • Title

    FFT-accelerated iterative MIMO chip equalizer architecture for CDMA downlink

  • Author

    Guo, Yuanbin ; McCain, Dennis ; Cavallaro, Joseph R.

  • Author_Institution
    Nokia Res. Center, Irving, TX, USA
  • Volume
    3
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    In this paper, we present a novel FFT-accelerated iterative linear MMSE chip equalizer in the MIMO CDMA downlink receiver. The reversed form time-domain matrix multiplication in the conjugate gradient (CG) iteration is accelerated by an equivalent frequency-domain circular convolution with FFT-based "overlap-save" architecture. The iteration rapidly refines a crude initial approximation to the actual final equalizer taps. This avoids the direct-matrix-inverse with O((NL)3) complexity, and reduces the standard CG complexity from O((NL)2) to O(NLlog2(NL)). Simulation demonstrates strong numerical stability and promising performance/complexity tradeoff, especially for very long channels.
  • Keywords
    MIMO systems; code division multiple access; conjugate gradient methods; convolution; equalisers; fast Fourier transforms; least mean squares methods; matrix multiplication; numerical stability; CDMA downlink receiver; FFT-accelerated equalizer; conjugate gradient iteration; covariance matrix; equalizer taps; frequency-domain circular convolution; iterative MIMO chip equalizer; linear MMSE chip equalizer; numerical stability; performance/complexity tradeoff; reversed form time-domain matrix multiplication; Acceleration; Character generation; Convolution; Downlink; Equalizers; MIMO; Multiaccess communication; Numerical simulation; Numerical stability; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1415882
  • Filename
    1415882