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
Link To Document :
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