• DocumentCode
    323989
  • Title

    A decoupled WLS approach to DS-CDMA multiuser detection

  • Author

    Ranheim, Anders ; Pelin, Per

  • Author_Institution
    Dept. of Appl. Electron., Chalmers Univ. of Technol., Goteborg, Sweden
  • Volume
    1
  • fYear
    1997
  • fDate
    2-5 Nov. 1997
  • Firstpage
    525
  • Abstract
    A new algorithm for multiuser detection in a DS-CDMA system is presented. Based on an algorithm originally developed in the array-processing context, it minimizes a weighted least-squares criterion, and detects one signal at a time. A performance analysis in terms of the bit-error rate is carried out, and demonstrates that the proposed method is asymptotically identical to the LMMSE-estimator, but without assuming or requiring any knowledge of the signal amplitudes. Only the desired user´s signature sequence and timing is required. Both a batch and a recursive formulation of the algorithm is described and simulation results are included in addition to the analysis, to highlight the comparison to other methods.
  • Keywords
    Gaussian channels; code division multiple access; error statistics; iterative methods; least squares approximations; pseudonoise codes; signal detection; spread spectrum communication; AWGN channel; DS-CDMA multiuser detection; LMMSE-estimator; array-processing; batch formulation; bit-error rate; decoupled iterative WLS; performance analysis; recursive formulation; signal amplitudes; signature sequence; simulation results; weighted least-squares; Algorithm design and analysis; Bit error rate; Delay estimation; Gaussian noise; Iterative algorithms; Multiaccess communication; Multiuser detection; Performance analysis; Signal detection; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-8316-3
  • Type

    conf

  • DOI
    10.1109/ACSSC.1997.680433
  • Filename
    680433