• DocumentCode
    2948920
  • Title

    Replica Analysis of Performance Loss Due to Separation of Detection and Decoding in CDMA Channels

  • Author

    Tanaka, Toshiyuki

  • Author_Institution
    Dept. of Syst. Sci., Kyoto Univ.
  • fYear
    2006
  • fDate
    9-14 July 2006
  • Firstpage
    2368
  • Lastpage
    2372
  • Abstract
    Theoretically, maximum information transmission in a CDMA channel is achieved when the receiver performs joint user detection and decoding. Performance will be reduced if the receiver performs user detection, followed by per-user decoding. We discuss, on the basis of the replica analysis, the loss in information-transmission capability of a CDMA channel, due to the separation of user detection and decoding. We generalize the analysis on a CDMA channel with additive Gaussian channel noise, by Guo and Verdu, IEEE Trans. Info. Theory, 2005, in such a way as to allow channel noise to be non-Gaussian and/or non-additive. The loss, in spectral efficiency, is shown to be represented in terms of conditional entropies of channel outputs, as well as mean-squared error of the posterior-mean estimator of channel inputs
  • Keywords
    AWGN channels; channel estimation; code division multiple access; decoding; mean square error methods; signal detection; source separation; CDMA channels; additive Gaussian channel noise; channel inputs estimator; decoding separation; detection separation; information-transmission capability; mean-squared error; per-user decoding; posterior-mean estimator; replica analysis; spectral efficiency; Additive noise; Decoding; Degradation; Gaussian noise; Information analysis; Multiaccess communication; Performance analysis; Performance loss; Signal processing; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2006 IEEE International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    1-4244-0505-X
  • Electronic_ISBN
    1-4244-0504-1
  • Type

    conf

  • DOI
    10.1109/ISIT.2006.262012
  • Filename
    4036394