• DocumentCode
    3185662
  • Title

    Joint channel estimation and multi-user detection for MC-CDMA system using genetic algorithm and simulated annealing

  • Author

    Tan, Tan-Hsu ; Huang, Yung-Fa ; Hsu, Ling-Cheng ; Wu, Cheng-Han

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    249
  • Lastpage
    256
  • Abstract
    In multi-carrier code-division multiple-access (MC-CDMA) system the multiple access interference (MAI) is a critical factor that significantly degrades system performance. In this research the genetic algorithm (GA) is employed for joint channel estimation and multi-user detection. For improving exploration and exploitation strengths of GA, a GA-based approach called SAM-GA is developed by incorporating the simulated annealing (SA) to mutation operation. Furthermore, a threshold-based mutation is proposed to refine the SAM-GA scheme. The resulting scheme is called modified SAM-GA for simplicity. Experimental result demonstrates that the proposed modified SAM-GA scheme achieves the best performance in terms of mean squared error (MSE), bit error rate (BER), and convergence rate for joint CIR estimation and multi-user detection in the MC-CDMA system as compared to other schemes.
  • Keywords
    channel estimation; code division multiple access; error statistics; genetic algorithms; interference (signal); mean square error methods; BER; MC-CDMA system; MSE; bit error rate; genetic algorithm; joint channel estimation; mean squared error; multi-carrier code-division multiple-access system; multi-user detection; multiple access interference; simulated annealing; Mobile communication; Multiaccess communication; Robustness; Genetic algorithm (GA); Simulated Annealing; joint channel estimation and mult-iuser detection; multi-carrier code-division multiple-access (MC-CDMA);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642243
  • Filename
    5642243