• DocumentCode
    2131205
  • Title

    Sphere Decoding Assisted GA-Based Multiuser Detection for Synchronous LAS Multicode System

  • Author

    Liao, Hancheng

  • Author_Institution
    Sch. of Electron., Jiangxi Univ. of Finance & Econ., Nanchang, China
  • fYear
    2009
  • fDate
    24-26 Sept. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Multicode system is designed to get more spreading sequences and get higher multiplexing capacity in large-area-synchronized code division multiple access (LAS-CDMA) system. The computational complexity is too high for the optimum detection algorithm using maximum-likelihood (ML) rule and the genetic algorithm (GA) method is often applied to get the suboptimum solution since it is able to greatly decrease the detection complexity. Another sphere decoding (SD) algorithm can also independently reach a near-optimum solution due to a constrained searching operation. A modified detection algorithm based on genetic algorithm method is proposed, where sphere decoding is an additional embedded operation for each GA iteration. The simulation results shows that a SD-assisted GA detector can obtain the same performance as that of the classic GA detector with fewer iterations.
  • Keywords
    code division multiple access; code division multiplexing; communication complexity; genetic algorithms; iterative methods; maximum likelihood decoding; multiuser detection; GA-based multiuser detection; LAS-CDMA system; computational complexity; genetic algorithm; large-area-synchronized code division multiple access system; maximum-likelihood rule; multiplexing capacity; optimum detection algorithm; sphere decoding; synchronous LAS multicode system; Code division multiplexing; Computational complexity; Detection algorithms; Detectors; Genetic algorithms; Iterative decoding; Maximum likelihood decoding; Maximum likelihood detection; Multiaccess communication; Multiuser detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-3692-7
  • Electronic_ISBN
    978-1-4244-3693-4
  • Type

    conf

  • DOI
    10.1109/WICOM.2009.5303195
  • Filename
    5303195