• DocumentCode
    3274707
  • Title

    A Universal Systolic Array for Linear MIMO Detections

  • Author

    Wang, Jingming ; Daneshrad, Babak

  • Author_Institution
    Augusta Technol., USA, Inc., Santa Clara
  • fYear
    2008
  • fDate
    March 31 2008-April 3 2008
  • Firstpage
    147
  • Lastpage
    152
  • Abstract
    The detection of MIMO signals presents a formidable computation challenge due to the inherent complexity incurred by matrix-type wireless fading channels. To reduce the hardware cost, linear MIMO detection algorithms can be used instead of non-linear space-time processing. Conventionally, adaptive linear algorithms such as RLS and LMS are treated separately in implementation from matrix inversion based algorithms such as ZF and MMSE. In this paper, we identify the similarities between the QR-decomposition based forms of RLS and MMSE MIMO detection and present a unified systolic array implementation that can accommodate both. In the meanwhile, some subtle but important differences also exist. As a result, the unified array must have a size of Nr x Nr (assuming Nt les Nr) and both array inputs and array operations need to be controlled accordingly. As special cases of RLS and MMSE, LMS and ZF can also be realized in the same array, making the array flexible enough for all linear MIMO detection algorithms.
  • Keywords
    MIMO communication; array signal processing; fading channels; least mean squares methods; matrix decomposition; matrix inversion; signal detection; systolic arrays; MMSE MIMO detection; QR-decomposition; adaptive linear algorithm; least mean squares methods; linear MIMO signal detection; matrix inversion; matrix-type wireless fading channel; recursive least square method; universal systolic array; Costs; Detection algorithms; Fading; Hardware; Least squares approximation; MIMO; Resonance light scattering; Signal detection; Size control; Systolic arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Networking Conference, 2008. WCNC 2008. IEEE
  • Conference_Location
    Las Vegas, NV
  • ISSN
    1525-3511
  • Print_ISBN
    978-1-4244-1997-5
  • Type

    conf

  • DOI
    10.1109/WCNC.2008.31
  • Filename
    4489062