• DocumentCode
    2518913
  • Title

    Large-system analysis of a CDMA dynamic channel under a Markovian input process

  • Author

    Biglieri, Ezio ; Grossi, Emanuele ; Lops, Marco ; Campo, Adria Tauste

  • Author_Institution
    Univ. Pompeu Fabra, Rimini
  • fYear
    2008
  • fDate
    6-11 July 2008
  • Firstpage
    1793
  • Lastpage
    1797
  • Abstract
    We study the minimum mean square error (MMSE) and the multiuser efficiency eta of large dynamic multiple access communication systems in which optimal multiuser detection is performed at the receiver as the number and the identities of active users is allowed to change at each transmission time. The system dynamics are ruled by a Markov model describing the evolution of the channel occupancy and a large-system analysis is performed when the number of observations grow large. Starting on the equivalent scalar channel and the fixed-point equation tying multiuser efficiency and MMSE, we extend it to the case of a dynamic channel, and derive lower and upper bounds for the MMSE (and, thus, for eta as well) holding true in the limit of large signal-to-noise ratios and increasingly large observation time T.
  • Keywords
    Markov processes; code division multiple access; least mean squares methods; multiuser detection; telecommunication channels; CDMA dynamic channel; Markov model; Markovian input process; large-system analysis; minimum mean square error method; multiple access communication system; multiuser efficiency; optimal multiuser detection; signal-to-noise ratio; Detectors; Equations; Mean square error methods; Mobile communication; Multiaccess communication; Multiuser detection; Parameter estimation; Performance analysis; Signal analysis; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2008. ISIT 2008. IEEE International Symposium on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-2256-2
  • Electronic_ISBN
    978-1-4244-2257-9
  • Type

    conf

  • DOI
    10.1109/ISIT.2008.4595297
  • Filename
    4595297