• DocumentCode
    2188377
  • Title

    High Speed Look-Ahead LMS Detector for MIMO Systems

  • Author

    Kan, Wen-Chih ; Sobelman, Gerald E.

  • Author_Institution
    Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN 55455 USA, e-mail: kanx0008@umn.edu
  • fYear
    2007
  • fDate
    17-19 Oct. 2007
  • Firstpage
    56
  • Lastpage
    60
  • Abstract
    Adaptive MIMO detection is used when knowledge of the channel is unavailable. We propose an efficient look-ahead LMS algorithm for MIMO systems which has no noticeable performance loss compared to the standard LMS procedure. In particular, the additional logic introduced into the feedback path can be retimed to reduce the critical path delay. We illustrate this by implementing both the retimed look-ahead LMS and standard LMS on a Xilinx Virtex 4 FPGA. Our synthesis results show that the new design can operate at 173 MHz, compared to 135 MHz for standard LMS.
  • Keywords
    AWGN; Adaptive algorithm; Decorrelation; Detection algorithms; Detectors; Field programmable gate arrays; Least squares approximation; MIMO; Performance loss; Very large scale integration; LMS; MIMO; look-ahead; retiming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems, 2007 IEEE Workshop on
  • Conference_Location
    Shanghai, China
  • ISSN
    1520-6130
  • Print_ISBN
    978-1-4244-1222-8
  • Electronic_ISBN
    1520-6130
  • Type

    conf

  • DOI
    10.1109/SIPS.2007.4387517
  • Filename
    4387517