• DocumentCode
    2974839
  • Title

    Nonlinear algorithm for blind interference cancellation

  • Author

    Ristaniemi, Tapani ; Joutsensalo, Jyrki

  • Author_Institution
    Dept. of Math. Inf. Technol., Jyvaskyla Univ., Finland
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    43
  • Lastpage
    47
  • Abstract
    Code division multiple access (CDMA) with direct sequence (DS) modulation is a promising multiple access scheme for wireless wideband mobile communications. In this paper, we introduce a simple nonlinear learning algorithm with hypothesis testing to perform blind interference cancellation with uncertainty of the training symbol timing. In addition, the training data set is very small. The method is successfully applied to a CDMA communication system, offering simple and efficient timing acquisition and symbol demodulation. We compare the method with a kurtosis optimization-based fast ICA method, conventional single user detector, and blind linear MMSE detector. It appears that our method is competitive with these and is even simpler than fast ICA
  • Keywords
    broadband networks; code division multiple access; demodulation; heuristic programming; higher order statistics; interference suppression; learning (artificial intelligence); mobile radio; synchronisation; uncertainty handling; DS-CDMA communication system; blind interference cancellation; blind linear MMSE detector; code division multiple access; conventional single user detector; direct sequence modulation; fast ICA method; hypothesis testing; kurtosis optimization; nonlinear learning algorithm; symbol demodulation; timing acquisition; timing uncertainty; training symbol; wireless wideband mobile communications; Detectors; Independent component analysis; Interference cancellation; Mobile communication; Modulation coding; Multiaccess communication; Testing; Timing; Wideband; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Higher-Order Statistics, 1999. Proceedings of the IEEE Signal Processing Workshop on
  • Conference_Location
    Caesarea
  • Print_ISBN
    0-7695-0140-0
  • Type

    conf

  • DOI
    10.1109/HOST.1999.778689
  • Filename
    778689