Objective Empirical Mode Decomposition metricLaszuk, 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 Full text not archived in this repository. It is advisable to refer to the publisher's version if you intend to cite from this work. See Guidance on citing. To link to this item DOI: 10.1109/TSP.2015.7296314 Abstract/SummaryEmpirical 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.
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