• DocumentCode
    417457
  • Title

    Enhancement of second-order cyclostationary signals: application to vibration analysis

  • Author

    Bonnardot, Frédéric ; Antoni, Jérome ; Randall, Robert B. ; El Badaoui, M.

  • Author_Institution
    LASPI, IUT de Roanne, France
  • Volume
    2
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    The paper addresses the issue of extracting the pure second-order cyclostationary (CS2) part of a signal. This proves very useful in many situations where the CS2 part actually contains most of the information in a signal, such as in communications or in vibration analysis. The proposed method exploits the spectral redundancy induced by the pure CS2 part and tries to reconstruct it by combining several filtered frequency-shifted versions of the signal. The derivation of the optimal filters is described in detail. The effectiveness of the method is finally demonstrated on both simulated and real industrial examples.
  • Keywords
    filtering theory; signal reconstruction; vibration measurement; vibrations; communications; filtered signal; frequency-shifted signal; optimal filters; second-order cyclostationary signal enhancement; signal reconstruction; spectral redundancy; vibration analysis; Australia; Data mining; Filtering algorithms; Filters; Information analysis; Pulp manufacturing; Sensor arrays; Signal analysis; Signal processing algorithms; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326374
  • Filename
    1326374