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
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