• DocumentCode
    1615172
  • Title

    Spreading Codes Enabling Warp Converging Wiener Filters for Multiuser Detection in CDMA Systems

  • Author

    Wang, Xiaoli ; Ge, Hongya

  • Author_Institution
    Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol, Newark, NJ
  • fYear
    2008
  • Firstpage
    866
  • Lastpage
    870
  • Abstract
    It has been shown in our previous work [1][2] that for signal modes with a specially structured data covariance matrix, a warp (stable and predictable early) convergence can be achieved using the reduced-rank conjugate gradient (RRCG) Wiener filter (WF) for multiuser detection (MUD) in code division multiple access (CDMA) communication systems. In this work, we study various commonly used spreading codes that enable warp converging of the RRCG-WF. By analyzing the eigen-structure of the code set Grammian, we provide the exact number of convergence steps for different code sets. It turns out that this number varies from 1 to 4 based on different spreading sequences, implying greatly reduced computational complexity of the RRCG-WF for MUD in CDMA systems.
  • Keywords
    Wiener filters; code division multiple access; codes; conjugate gradient methods; covariance matrices; multiuser detection; CDMA system; code division multiple access; computational complexity; multiuser detection; reduced-rank conjugate gradient; spreading codes; structured data covariance matrix; warp converging Wiener filter; Communications Society; Convergence; Covariance matrix; Eigenvalues and eigenfunctions; Filtering; Gold; Multiaccess communication; Multiuser detection; Power control; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2008. ICC '08. IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2075-9
  • Electronic_ISBN
    978-1-4244-2075-9
  • Type

    conf

  • DOI
    10.1109/ICC.2008.170
  • Filename
    4533206