DocumentCode :
2794088
Title :
Time-frequency-phase tracking approach : Application to underwater signals in a passive context
Author :
Ioana, Cornel ; Mars, Jerome I. ; Serbanescu, Alexandru ; Stankovic, Srdjan
Author_Institution :
GIPSA-Lab., Polytech. Inst. of Grenoble, St. Martin d´´Heres, France
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
5634
Lastpage :
5637
Abstract :
One of the most challenging applications of time-frequency representations deals with the analysis of the signal issued from natural environment. Recently, the interest for passive underwater context increased, basically due to the rich information carried out by the natural signals. Taken into account the non-linear multi-component time-frequency behavior of such signals, their analysis is a complex problem. In this paper we introduce a new time-frequency analysis concept that aims to extract the non-linear time-frequency components. The main feature of this technique is the joint use of time-amplitude, time-frequency and time-phase information. This is materialized by a short-time polynomial phase modeling and the fusion of local information according to the best locally matches of local cubic frequency modulations. Tests provided on real data illustrate the benefits of the proposed approach.
Keywords :
acoustic signal processing; nonlinear acoustics; polynomial approximation; time-frequency analysis; underwater sound; local information; nonlinear multicomponent time-frequency behavior; nonlinear time-frequency component extraction; passive underwater signals; short time polynomial phase modeling; time-amplitude information; time-frequency information; time-frequency-phase tracking approach; time-phase information; Data mining; Dispersion; Filters; Polynomials; Sea measurements; Signal analysis; Signal processing; Sonar; Time frequency analysis; Underwater tracking; Signal Representations; Time-frequency analysis; Time-varying filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495259
Filename :
5495259
Link To Document :
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