• DocumentCode
    3142477
  • Title

    Combining cyclostationarity and spatial diversity for blind system identification

  • Author

    Abed-Meraim, K. ; Hua, Y.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
  • Volume
    1
  • fYear
    1996
  • fDate
    3-6 Nov. 1996
  • Firstpage
    325
  • Abstract
    Second-order blind system identification has become an intense area of research. Recently, it has been shown that, by exploiting space diversity (i.e., multiple receivers) and/or time diversity (i.e., cyclostationarity) of communication signals, system identification using only the second order statistics (SOS) of the system output is possible. In this contribution, we propose to combine cyclostationarity and spatial diversity for the blind identification of p-input, q-output rational system. The basic idea consists in associating with each input signal a specific cyclo-frequency as a proper ´signature´. This will permit, in a first step, to separate the p input signals by selecting successively their respective cyclo-frequencies. In a second step, and thanks to the spatial diversity, we can estimate the channel transfer function using only the output SOS.
  • Keywords
    MIMO systems; correlation methods; diversity reception; equalisers; parameter estimation; prediction theory; statistical analysis; telecommunication channels; transfer function matrices; MIMO system; blind equalisation; blind system identification; channel transfer function estimation; communication signals; cyclo-correlation matrices; cyclo-frequency; cyclostationarity; linear prediction algorithm; multiple receivers; p-input q-output rational system; second order statistics; signal separation; spatial diversity; time diversity; Diversity reception; Equalizers; Finite impulse response filter; Frequency; Interference cancellation; Multiaccess communication; Signal processing; Statistics; System identification; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-7646-9
  • Type

    conf

  • DOI
    10.1109/ACSSC.1996.600883
  • Filename
    600883