• DocumentCode
    3521077
  • Title

    A fast converging polynomial expansion multiuser detector applied to UTRA FDD uplink

  • Author

    Detert, Z. ; Linduska, A.

  • Author_Institution
    Darmstadt Univ. of Technol., Germany
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The polynomial expansion (PE) multiuser detector (MUD) is a well known iterative approach to approximate the decorrelation or the minimum mean-squared error (MMSE) detectors. The computational complexity for the direct matrix inversion involved with the decorrelation and the MMSE detector is O(K3). Due to the iterative approximation, the computational complexity of the PE detector can be O(K2) instead of O(K3). The text at hand compares the different estimation methods for the eigenvalues of the correlation matrix covering the transmission. As demonstrated, the tight estimation of the eigenvalues utilized here results in a faster convergence of the decorrelation or the MMSE detector. As an application, the PE detectors presented here are tested in an UMTS terrestrial radio access (UTRA) frequency division duplex (FDD) uplink multiuser environment, where the multiple users are assumed to be totally asynchronous.
  • Keywords
    3G mobile communication; computational complexity; convergence of numerical methods; eigenvalues and eigenfunctions; frequency division multiplexing; iterative methods; least mean squares methods; multiuser detection; polynomial approximation; polynomial matrices; radio access networks; radio links; UTRA FDD uplink; computational complexity; eigenvalues estimation methods; fast converging polynomial expansion multiuser detector; frequency division duplex; iterative approach; matrix inversion; mean-squared error detectors; multiple users; terrestrial radio access; 3G mobile communication; Computational complexity; Convergence; Decorrelation; Detectors; Eigenvalues and eigenfunctions; Iterative methods; Multiuser detection; Polynomials; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
  • Print_ISBN
    0-7803-8292-7
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2003.1341045
  • Filename
    1341045