Solution for mode mixing phenomenon of the empirical mode decomposition

Empirical mode decomposition (EMD) is a signal analysis method which has received much attention lately due to its application in a number of fields. However, EMD method has some limitations in decomposing signals which amplitude-frequency ranges are too close to each other. The aim of present paper...

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Bibliographic Details
Main Authors: Shuen-De Wu, Jin-Chern Chiou, Goldman, Evgeny
Format: Conference Proceeding
Language:English
Subjects:
differentiation operator
Empirical Mode Decomposition (EMD)
integration operator
Intrinsic Mode Function (IMF)
non-stationary time series
signal decomposition
two harmonics decomposition
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Summary:Empirical mode decomposition (EMD) is a signal analysis method which has received much attention lately due to its application in a number of fields. However, EMD method has some limitations in decomposing signals which amplitude-frequency ranges are too close to each other. The aim of present paper is to show existing knowledge base for mode mix problem of two harmonics decomposition and introduce the differential operator as a possible solution of EMD algorithm for this topic. In this paper, the new methods are compared with the conventional EMD by numerical examples.
ISSN:2154-7491
2154-7505
DOI:10.1109/ICACTE.2010.5579417