• DocumentCode
    1944927
  • Title

    A Hybrid Multi-user Receiver Based on Parallel Interference Cancellation and Improved Genetic Algorithm

  • Author

    Lin, Lili

  • Author_Institution
    Coll. of Inf. & Electron. Eng., Zhejiang Gongshang Univ., Hangzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    16
  • Lastpage
    19
  • Abstract
    This paper proposes a new hybrid multi-user receiver structure based on parallel interference cancellation (PIC) and improved genetic algorithm (GA). Firstly, the traditional 3-stage PIC receiver is used to obtain the coarse detection result. Then, the improved GA is proposed to evolve this coarse result to achieve more accurate detection. To implement the improved GA, a simple but effective population initialization method is proposed based on the concept of Hamming distance, which can make full use of the information delivered by the input chromosome. Simulation results show the proposed hybrid receiver converges quickly, and can achieve lower bit error ratio (BER) and better near-far resistant ability.
  • Keywords
    error statistics; genetic algorithms; interference suppression; multiuser detection; radio receivers; radiofrequency interference; Hamming distance; PIC receiver; bit error ratio; coarse detection; genetic algorithm; hybrid multiuser receiver; parallel interference cancellation; population initialization; Binary phase shift keying; Bit error rate; Computer science; Delay effects; Detectors; Genetic algorithms; Hamming distance; Interference cancellation; Multiple access interference; Software engineering; genetic algorithm; multi-user receiver; parallel interference cancellation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering, 2008 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3336-0
  • Type

    conf

  • DOI
    10.1109/CSSE.2008.1402
  • Filename
    4721680