• DocumentCode
    2356912
  • Title

    Learning algorithms for blind multiuser detection in CDMA downlink

  • Author

    Joutsensalo, Jyrki ; Ristaniemi, Tapani

  • Author_Institution
    MSc Programs in Inf. Technol., Telecommun., Jyvaskyla Univ., Finland
  • Volume
    3
  • fYear
    1998
  • fDate
    8-11 Sep 1998
  • Firstpage
    1040
  • Abstract
    CDMA (code division multiple access) is a multiple access technique based on spread spectrum methods. In a downlink signal processing, only the code of the mobile phone user is known, while the codes of the interfering users are unknown. Blind source separation or multiuser detection is an approach offering the solution to this problem. In this work, we compare novel and efficient learning blind source separation algorithms for estimating the symbols in AWGN channel. Simulations show that one can estimate the symbols without any knowledge of the chip sequences
  • Keywords
    AWGN channels; code division multiple access; iterative methods; land mobile radio; learning systems; multiuser channels; radio links; signal detection; signal processing; singular value decomposition; spread spectrum communication; AWGN channel; CDMA downlink; SNR; SVD; blind multiuser detection; blind source separation; code division multiple access; downlink signal processing; independent component analysis; interfering user code; iterative learning methods; learning blind source separation algorithms; mobile phone user; simulations; singular value decomposition; source symbols estimation; spread spectrum methods; Convergence; Detectors; Downlink; Independent component analysis; Iterative algorithms; Iterative methods; Matched filters; Multiaccess communication; Multiuser detection; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 1998. The Ninth IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • Print_ISBN
    0-7803-4872-9
  • Type

    conf

  • DOI
    10.1109/PIMRC.1998.731334
  • Filename
    731334