• DocumentCode
    2459177
  • Title

    Harmony Search Aided Iterative Channel Estimation, Multiuser Detection and Channel Decoding for DS-CDMA

  • Author

    Zhang, Rong ; Hanzo, Lajos

  • Author_Institution
    Sch. of ECS., Univ. of Southampton, Southampton, UK
  • fYear
    2010
  • fDate
    6-9 Sept. 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    A novel Multiuser Detection (MUD) scheme is proposed for DS-CDMA systems employing the so-called Harmony Search (HS) algorithm, which is a novel meta-heuristic optimisation method. We specifically design the HS aided MUD for the communications problem considered and apply it in an iterative joint Channel Estimation (CE), MUD and channel decoding framework. The simulation results demonstrate that a near-single-user performance can be achieved by the proposed algorithm while avoiding the excessive-complexity full-search-based optimum detection even in overloaded DS-CDMA systems. Moreover, the HS algorithm can be efficiently applied in the Expectation Maximisation (EM) based CE framework.
  • Keywords
    channel estimation; code division multiple access; expectation-maximisation algorithm; heuristic programming; maximum likelihood decoding; multiuser detection; search problems; spread spectrum communication; DS-CDMA; channel decoding; direct sequence code division multiple access; expectation maximisation method; harmony search algorithm; iterative channel estimation; metaheuristic optimisation method; multiuser detection; Algorithm design and analysis; Channel estimation; Hidden Markov models; Iterative decoding; Joints; Multiaccess communication; Multiuser detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd
  • Conference_Location
    Ottawa, ON
  • ISSN
    1090-3038
  • Print_ISBN
    978-1-4244-3573-9
  • Electronic_ISBN
    1090-3038
  • Type

    conf

  • DOI
    10.1109/VETECF.2010.5594215
  • Filename
    5594215