• DocumentCode
    2806545
  • Title

    Multi-branch MMSE decision feedback detection algorithms with error propagation mitigation for MIMO systems

  • Author

    De Lamare, Rodrigo C. ; Le Ruyet, Didier

  • Author_Institution
    Commun. Res. Group, Univ. of York, York, UK
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    3450
  • Lastpage
    3453
  • Abstract
    In this work we propose novel decision feedback (DF) detection algorithms with error propagation mitigation capabilities for multi-input multi-output (MIMO) spatial multiplexing systems based on multiple processing branches. The novel strategies for detection exploit different patterns, orderings and constraints for the design of the feedforward and feedback filters. We present constrained minimum mean-squared error (MMSE) filters designed with constraints on the shape and magnitude of the feedback filters for the multi-branch MIMO receivers and show that the proposed MMSE design does not require a significant additional complexity over the single-branch MMSE design. The proposed multi-branch MMSE DF detectors are compared with several existing detectors and are shown to achieve a performance close to the optimal maximum likelihood detector while requiring significantly lower complexity.
  • Keywords
    MIMO communication; automatic repeat request; error analysis; least mean squares methods; maximum likelihood detection; radio receivers; space division multiplexing; constrained minimum mean squared error filter design; error propagation mitigation; feedback filters; feedforward filters; multibranch MIMO receiver; multibranch MMSE decision feedback detection algorithm; multiinput multioutput spatial multiplexing system; multiple processing branches; optimal maximum likelihood detector; Constellation diagram; Detection algorithms; Detectors; Feedback; Filters; MIMO; Maximum likelihood detection; Receiving antennas; Shape; Signal to noise ratio; MIMO systems; constrained optimization; decision feedback detection; spatial multiplexing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495969
  • Filename
    5495969