• DocumentCode
    3483024
  • Title

    Indicators of cyclostationarity: proposal, statistical evaluation and application to diagnostics

  • Author

    Raad, Amani ; Antoni, Jerome ; Sidahmed, Minad

  • Author_Institution
    Univ. de Technol. de Compiegne, France
  • Volume
    6
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    The paper proposes new and simple indicators of cyclostationarity for the characterization of stochastic processes whose statistics are periodically varying with respect to some generic variables. Indicators of cyclostationarity from first to fourth order are introduced and their statistical properties are derived. In order to illustrate the use of these indicators, an application to the diagnosis of spalling in a gearbox is described. Results demonstrate their effectiveness for discriminating between different cyclostationary states.
  • Keywords
    estimation theory; signal processing; statistical analysis; stochastic processes; cyclostationarity indicators; diagnostics; estimation theory; gearbox spalling; periodic variations; signal processing; statistical evaluation; statistical parameters; stochastic process characterization; Character recognition; Estimation theory; Higher order statistics; Machinery; Mechanical engineering; Mechanical factors; Probability; Proposals; Signal processing; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1201792
  • Filename
    1201792