• DocumentCode
    443470
  • Title

    Genetic algorithm based frequency domain multiuser detection for MC-CDMA systems

  • Author

    Li, Zexian ; Juntti, Markku J. ; Latva-aho, Matti

  • Author_Institution
    Centre for Wireless Commun., Oulu Univ., Finland
  • Volume
    2
  • fYear
    2005
  • fDate
    30 May-1 June 2005
  • Firstpage
    983
  • Abstract
    In this paper, we present a novel simple genetic algorithm (GA) based multiuser detector for multicarrier code-division multiple-access (MC-CDMA) systems. More specifically, after getting the initial population from the front-end frequency domain linear minimum mean-squared error (MMSE) equalizer, simple GA operators are applied to expand the candidate list and the maximum likelihood (ML) search is implemented in the list. Compared to the MMSE receiver, the proposed receiver can provide superior performance with very little increase in complexity. Moreover, in order to test the robustness of the receiver, the impacts of channel estimation errors are studied by incorporating a semi-blind subspace channel estimator in the receiver. Simulation results also demonstrate its robustness to channel estimation errors.
  • Keywords
    channel estimation; code division multiple access; equalisers; frequency-domain analysis; genetic algorithms; least mean squares methods; maximum likelihood detection; multiuser detection; MC-CDMA systems; MMSE equalizer; frequency domain multiuser detection; front-end frequency domain linear minimum mean-squared error; genetic algorithm; maximum likelihood search; multicarrier code-division multiple-access; semiblind subspace channel estimator; Channel estimation; Detectors; Equalizers; Frequency domain analysis; Genetic algorithms; Maximum likelihood detection; Multiaccess communication; Multicarrier code division multiple access; Multiuser detection; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2005. VTC 2005-Spring. 2005 IEEE 61st
  • ISSN
    1550-2252
  • Print_ISBN
    0-7803-8887-9
  • Type

    conf

  • DOI
    10.1109/VETECS.2005.1543453
  • Filename
    1543453