• DocumentCode
    1441078
  • Title

    Blind identification of ARMA channels with periodically modulated inputs

  • Author

    Giannakis, Georgios B. ; Serpedin, Erchin

  • Author_Institution
    Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
  • Volume
    46
  • Issue
    11
  • fYear
    1998
  • fDate
    11/1/1998 12:00:00 AM
  • Firstpage
    3099
  • Lastpage
    3104
  • Abstract
    Previous results have pointed out the importance of inducing cyclostationarity at the transmitter for blind identification of FIR communication channels. The present paper considers the blind identification problem of an ARMA (p,q) channel by exploiting the cyclostationarity induced at the transmitter through periodic encoding of the input. It is shown that causal and stable ARMA (p,q) channels can be uniquely identified from the output second-order cyclic statistics, irrespective of the location of channel poles and zeros and color of additive stationary noise, provided that the cyclostationary input has at least q+1 nonzero cycles
  • Keywords
    autoregressive moving average processes; channel coding; identification; modulation coding; statistical analysis; ARMA (p,q) channel; ARMA channels; blind identification; cyclostationarity; output second-order cyclic statistics; periodic encoding; periodically modulated inputs; transmitter; Additive noise; Blind equalizers; Colored noise; Communication channels; Finite impulse response filter; Gain control; Parametric statistics; Poles and zeros; Transfer functions; Transmitters;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.726823
  • Filename
    726823