• DocumentCode
    2335958
  • Title

    WLC06-6: PSO Selection of Surviving Nodes in QRM Detection for MIMO Systems

  • Author

    Zhao, Hui ; Long, Hang ; Wang, Wenbo

  • Author_Institution
    Wireless Signal Process. & Network Lab., Beijing Univ. of Posts & Telecommun., Beijing
  • fYear
    2006
  • fDate
    Nov. 27 2006-Dec. 1 2006
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper proposes a promising detection that applies PSO (particle swarm optimization) as the selection of surviving paths in QRM detection for the coded MIMO system, named as QRM-PSO. Because only a few children nodes´s metric are needed to calculate in the PSO search process, QRM-PSO can cut down the complexity further, while keeping the same performance as QRM due to the quasi-random movement of the particles. Simulation results demonstrated that the advantage of QRM-PSO in complexity is obvious especially when antenna number and modulation level are high. The required real multiplication number of QRM-PSO is only 0.4% of that of QRM when transmit antenna number is 20 and 16QAM is employed.
  • Keywords
    MIMO communication; antenna arrays; particle swarm optimisation; quadrature amplitude modulation; 16QAM; MIMO systems; QRM detection; coded system; multiple-input multiple-output systems; particle swarm optimization selection; Computational efficiency; Costs; Covariance matrix; MIMO; Matrix decomposition; Maximum likelihood detection; Particle swarm optimization; Signal processing; Signal processing algorithms; Transmitting antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE
  • Conference_Location
    San Francisco, CA
  • ISSN
    1930-529X
  • Print_ISBN
    1-4244-0356-1
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2006.650
  • Filename
    4151280