DocumentCode :
951648
Title :
One or Two Frequencies? The Empirical Mode Decomposition Answers
Author :
Rilling, Gabriel ; Flandrin, Patrick
Volume :
56
Issue :
1
fYear :
2008
Firstpage :
85
Lastpage :
95
Abstract :
This paper investigates how the empirical mode decomposition (EMD), a fully data-driven technique recently introduced for decomposing any oscillatory waveform into zero-mean components, behaves in the case of a composite two-tones signal. Essentially two regimes are shown to exist, depending on whether the amplitude ratio of the tones is greater or smaller than unity, and the corresponding resolution properties of the EMD turn out to be in good agreement with intuition and physical interpretation. A refined analysis is provided for quantifying the observed behaviors and theoretical claims are supported by numerical experiments. The analysis is then extended to a nonlinear model where the same two regimes are shown to exist and the resolution properties of the EMD are assessed.
Keywords :
interpolation; spectral analysis; composite two-tones signal; data-driven technique; empirical mode decomposition; nonlinear model; oscillatory waveform decomposition; refined analysis; resolution properties; zero-mean components; Empirical mode decomposition (EMD); resolution; spectral analysis; time frequency;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2007.906771
Filename :
4359551
Link To Document :
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