Title :
Time localization of transients with wavelet maxima lines
Author :
Meignen, Sylvain ; Achard, Sophie ; Guméry, Pierre-Yves
Author_Institution :
LMC-IMAG Lab., Univ. of Grenoble, France
fDate :
6/1/2005 12:00:00 AM
Abstract :
In this study, we present a new estimator of transients built from the extrema of a signal decomposition first introduced by Berkner. We study the performance of the new estimator of transients both for a variation of amplitude and a variation of frequency of the signal. We show that the time localization of transients is better estimated with the maxima lines made by the extrema in the time scale-space than with the wavelet coefficients computed with the CWT. We also verify that this improvement is not to the detriment of detection performance.
Keywords :
Gaussian processes; convergence of numerical methods; signal processing; splines (mathematics); transient analysis; wavelet transforms; Gaussian signal; signal decomposition; transient time localization; wavelet decomposition; wavelet maxima line; Amplitude estimation; Continuous wavelet transforms; Convergence; Frequency estimation; Laboratories; Robustness; Signal resolution; Spline; Wavelet coefficients; Wavelet transforms; Estimation of transients; maxima lines; wavelet decomposition;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.847854