DocumentCode :
2169953
Title :
A time-distributed phase space histogram for detecting transient signals
Author :
Birleanu, Florin-Marian ; Ioana, Cornel ; Serbanescu, Alexandru ; Chanussot, Jocelyn
Author_Institution :
GIPSA-lab DIS, Grenoble Institute of Technology, France
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
3844
Lastpage :
3847
Abstract :
Burst-type signals constitute an important class of transient signals, being used especially in the investigation of various physical environments by electric or acoustic means. An important issue in the analysis of this type of signals is their detection in time. In this paper, we propose a detection method that is based on the histogram of the phase space distributed over time. The method consists in representing the analyzed signal in phase space and, then, quantifying the recurrences of the trajectory obtained in this space. In this way, we derive a time - recurrence radius representation for the signal, that allows identification of positions and durations of the transients. Afterwards, we propose a method to obtain a detection curve starting from this representation of the signal. We also present here some results concerning the performance of our method in the presence of noise on both synthetic and real signals.
Keywords :
Histograms; Optimized production technology; Oscillators; Signal to noise ratio; Trajectory; Transient analysis; Transient signals; detection curve; phase space representation; recurrence plot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague, Czech Republic
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5947190
Filename :
5947190
Link To Document :
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