DocumentCode :
2502383
Title :
Abrupt changes detection in the time-frequency plane
Author :
Laurent, Hélène ; Doncarli, Christian
Author_Institution :
Lab. d´´Autom. de Nantes, Nantes Univ., France
fYear :
1996
fDate :
18-21 Jun 1996
Firstpage :
285
Lastpage :
288
Abstract :
This paper deals with a comparison between two new non-parametric methods for detecting abrupt spectral changes in non-stationary signals. The first one consists in comparing two smoothed time-frequency representations (TFRs), as well as for parametric approaches, a long-time and a short-time model are compared. In front of abrupt changes, the instantaneous distance between the two TFRs will sharply peak at the change times. The second method is based on a stationarity index which is calculated from only one TFR. Simulation tests are exhibited for each method and show the performances and the limitations of these methods for the study of mono and multicomponent signals
Keywords :
signal detection; signal representation; spectral analysis; time-frequency analysis; abrupt spectral changes detection; long-time model; monocomponent signals; multicomponent signals; nonparametric methods; nonstationary signals; performances; short-time model; simulation tests; stationarity index; time-frequency plane; Frequency domain analysis; Image processing; Industrial plants; MONOS devices; Monitoring; Performance evaluation; Smoothing methods; Testing; Time domain analysis; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Paris
Print_ISBN :
0-7803-3512-0
Type :
conf
DOI :
10.1109/TFSA.1996.547469
Filename :
547469
Link To Document :
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