Laszuk, D., Cadenas, O. and Nasuto, S. J. ORCID: https://orcid.org/0000-0001-9414-9049
(2015)
Objective Empirical Mode Decomposition metric.
In:
38th International Conference on Telecommunications and Signal Processing (TSP).
IEEE, pp. 504-507.
ISBN 9781479984985
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.
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Item Type | Book or Report Section |
URI | https://reading-clone.eprints-hosting.org/id/eprint/45598 |
Item Type | Book or Report Section |
Refereed | Yes |
Divisions | Life Sciences > School of Biological Sciences > Department of Bio-Engineering |
Uncontrolled Keywords | Empirical Mode Decomposition, Hilbert-Huang Transform, Hilbert Transform, Intrinsic Mode Function, Metric, Signal Decomposition. |
Publisher | IEEE |
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