• DocumentCode
    1834519
  • Title

    Blind signal extraction based on higher-order cyclostationarity properties

  • Author

    Gelli, Giacinto ; Paura, Luigi

  • Author_Institution
    Dipt. di Ingegneria dell´´Inf., Naples Univ., Italy
  • Volume
    5
  • fYear
    1997
  • fDate
    21-24 Apr 1997
  • Firstpage
    3473
  • Abstract
    The paper deals with signal extraction performed by processing data received by an array of sensors. The proposed method is blind, i.e., it does not require any a priori knowledge of directional information associated with the signals of interest (SOI´s). Such information is obtained directly from the received data by exploiting the higher-order cyclostationarity (HOCS) properties exhibited by most communication signals. The proposed method is inherently tolerant to both possibly non-stationary Gaussian disturbances as well as non-Gaussian interferences not exhibiting the same HOCS properties presented by the SOI´s. Simulation results confirm the effectiveness of the method when it operates in severely degraded disturbance environments
  • Keywords
    Gaussian noise; array signal processing; higher order statistics; blind signal extraction; communication signals; higher-order cyclostationarity properties; non-Gaussian interferences; non-stationary Gaussian disturbances; sensor array; signals of interest; Array signal processing; Data mining; Degradation; Filtering; Frequency; Higher order statistics; Interference; Sensor arrays; Spatial filters; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
  • Conference_Location
    Munich
  • ISSN
    1520-6149
  • Print_ISBN
    0-8186-7919-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1997.604612
  • Filename
    604612