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
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1201792