• DocumentCode
    1024775
  • Title

    A Particle Swarm Optimization-Based Multiuser Detection for Receive-Diversity-Aided STBC Systems

  • Author

    Liu, Hongwu ; Li, Ji

  • Author_Institution
    Southwest Jiaotong Univ., Chengdu
  • Volume
    15
  • fYear
    2008
  • fDate
    6/30/1905 12:00:00 AM
  • Firstpage
    29
  • Lastpage
    32
  • Abstract
    This letter proposes a particle swarm optimization (PSO)-based multiuser detection (MUD) for the receive-diversity aided space-time block coding (STBC) systems. Due to the receive-diversity, the signals received at the different antennas are faded independently, resulting in an independent log-likelihood function (LLF) for each antenna. To resolve the multi-objective dilemma when choosing one signal estimation for multiple receive antenna-branches, each particle updates its velocity in a Pareto optimal way. Simulations and comparisons with the genetic algorithm and the maximum likelihood detection (MLD) verified the effectiveness of the proposed scheme.
  • Keywords
    Pareto analysis; antenna arrays; block codes; diversity reception; genetic algorithms; maximum likelihood detection; multiuser detection; particle swarm optimisation; space-time codes; Pareto optimal way; genetic algorithm; independent log-likelihood function; maximum likelihood detection; multiple receive antenna-branches; particle swarm optimization-based multiuser detection; receive-diversity-aided STBC systems; signal estimation; space-time block coding; Block codes; Estimation; Fading; Genetic algorithms; Maximum likelihood detection; Multiaccess communication; Multiuser detection; Particle swarm optimization; Receiving antennas; Transmitting antennas; Multi-objective optimization; multiuser detection; particle swarm optimization (PSO); space-time block coding (STBC);
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2007.910315
  • Filename
    4418399