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Objective Empirical Mode Decomposition metric

Laszuk, D., Cadenas, O. and Nasuto, S. J. (2015) Objective Empirical Mode Decomposition metric. In: 38th International Conference on Telecommunications and Signal Processing (TSP). IEEE, pp. 504-507. ISBN 9781479984985

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To link to this item DOI: 10.1109/TSP.2015.7296314

Abstract/Summary

Empirical Mode Decomposition (EMD) is a data driven technique for extraction of oscillatory components from data. Although it has been introduced over 15 years ago, its mathematical foundations are still missing which also implies lack of objective metrics for decomposed set evaluation. Most common technique for assessing results of EMD is their visual inspection, which is very subjective. This article provides objective measures for assessing EMD results based on the original definition of oscillatory components.

Item Type:Book or Report Section
Refereed:Yes
Divisions:Faculty of Life Sciences > School of Biological Sciences > Department of Bio-Engineering
ID Code:45598
Uncontrolled Keywords:Empirical Mode Decomposition, Hilbert-Huang Transform, Hilbert Transform, Intrinsic Mode Function, Metric, Signal Decomposition.
Publisher:IEEE

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