• DocumentCode
    178161
  • Title

    An adaptive MMSE-SIC soft detector with error regularization for iterative MIMO receivers

  • Author

    Krebs, Alexander ; Joham, Michael ; Utschick, Wolfgang

  • Author_Institution
    Assoc. Inst. for Signal Process., Tech. Univ. Munchen, München, Germany
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    1961
  • Lastpage
    1965
  • Abstract
    We present a low complexity soft detector for multiple-input multiple-output (MIMO) channels. Our proposed minimum mean square error successive interference cancellation (MMSE-SIC) detector is based on a regularization mechanism which reduces error propagation in the channel iterative decoder. Although our proposed detector is easy to implement and has a complexity order that is cubic in the number of transmit antennas, it can reach the performance of the soft max-log maximum-likelihood detector (MLD) under realistic system assumptions, as demonstrated in our simulations.
  • Keywords
    MIMO communication; adaptive signal detection; antenna arrays; interference suppression; iterative decoding; least mean squares methods; maximum likelihood detection; radio receivers; transmitting antennas; wireless channels; MLD; adaptive MMSE-SIC soft detector; channel iterative decoder; error propagation reduction; error regularization; iterative MIMO receivers; low complexity soft detector; minimum mean square error successive interference cancellation; multiple-input multiple-output channels; regularization mechanism; soft max-log maximum-likelihood detector; transmit antennas; Complexity theory; Decoding; Detectors; MIMO; Modulation; Receivers; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6853941
  • Filename
    6853941