• DocumentCode
    1835618
  • Title

    Stability of CDMA data networks with fixed and adaptive MMSE receivers

  • Author

    Mitra, Urbashi ; Vijayakumar, Rajiv ; Wasserman, Kimberly M.

  • Author_Institution
    Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    24-27 Oct. 1999
  • Firstpage
    197
  • Abstract
    The stability of a direct-sequence code-division multiple-access (DS-CDMA) packet data network employing minimum-mean squared-error (MMSE) receivers is investigated. It is observed that, in contrast to prior work, conditions exist under which the MMSE receiver system exhibits bistable behavior. However, for a sufficiently large user population, it can be shown that the stochastic MMSE receiver system has a high probability in any given neighborhood of a single operating point, which can be shown to be a globally stable equilibrium point of an associated deterministic system. In addition, adaptive versions of the MMSE receiver based on least-mean squares and recursive least squares are considered. Again, if the adaptation parameters are properly chosen to ensure a limited amount of excess mean-squared error, the DS-CDMA packet data network with adaptive MMSE receivers is also stable in the sense defined herein.
  • Keywords
    adaptive systems; code division multiple access; data communication; land mobile radio; least mean squares methods; packet radio networks; probability; radio receivers; spread spectrum communication; stability; stochastic processes; DS-CDMA packet data networks; adaptation parameters; adaptive MMSE receiver; bistable behavior; deterministic system; excess mean-squared error; fixed MMSE receiver; globally stable equilibrium point; large user population; least-mean squares; minimum-mean squared-error; mobile wireless communication; packet data network stability; probability; recursive least squares; stochastic MMSE receiver system; Adaptive systems; Base stations; Least squares methods; Matched filters; Multiaccess communication; Random processes; Redundancy; Stability; Stochastic processes; Stochastic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-7803-5700-0
  • Type

    conf

  • DOI
    10.1109/ACSSC.1999.832321
  • Filename
    832321