• DocumentCode
    395894
  • Title

    Design of MMSE multiuser detectors using random matrix techniques

  • Author

    Li, Linbo ; Tulino, Antonia M. ; Verdu, Sergio

  • Author_Institution
    Dept. of Electr. Eng., Princeton Univ., NJ, USA
  • Volume
    4
  • fYear
    2003
  • fDate
    11-15 May 2003
  • Firstpage
    2537
  • Abstract
    Reduced-rank MMSE receivers using asymptotic weights reduce receiver complexity while maintaining good performance in long-sequence DS-CDMA systems. In this paper, we analyze such receivers in multipath fading channels and extend their design to multicarrier CDMA (both uplink and downlink). An explicit expression is obtained for the asymptotic eigenvalue moments of the interference autocorrelation matrix and for the asymptotic weights derived there from and used in the reduced-rank receiver. The full-rank MMSE receiver is also considered for multicarrier CDMA and a fixed point of equation of the asymptotic maximum output SINR is derived, which particularizes to the Tse-Hanly fixed point equation for the special case of DS-CDMA. An explicit expression of the MMSE spectral efficiency is proposed for multicarrier CDMA.
  • Keywords
    code division multiple access; eigenvalues and eigenfunctions; fading channels; least mean squares methods; matrix algebra; multipath channels; multiuser detection; radio links; radio receivers; spread spectrum communication; DS-CDMA; MMSE multiuser detectors; Tse-Hanly fixed point equation; asymptotic eigenvalue moments; direct sequence code division multiple access; full-rank MMSE receiver; interference autocorrelation matrix; minimum mean squared error; multicarrier CDMA; multipath fading channels; output SINR; random matrix techniques; receiver complexity; reduced-rank MMSE receivers; signal-to-interference-plus-noise ratio; spectral efficiency; Additive noise; Autocorrelation; Detectors; Downlink; Eigenvalues and eigenfunctions; Equations; Fading; Interference; Multiaccess communication; Multicarrier code division multiple access;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2003. ICC '03. IEEE International Conference on
  • Print_ISBN
    0-7803-7802-4
  • Type

    conf

  • DOI
    10.1109/ICC.2003.1204404
  • Filename
    1204404