A joint time-frequency empirical mode decomposition for nonstationary signal separation

N. Stevenson, M. Mesbah, B. Boashash, H. J. Whitehouse

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper outlines the application of the empirical mode decomposition (EMD) to a frequency domain representation of a signal. The application to frequency domain representations, as opposed to time domain representations, may provide more useful decomposition in the case where signal components overlap in frequency. The combined use of the EMD for both time and frequency domain representations of a signal is capable of generating more desirable signal decompositions for nonstationary signals. The results of the time-frequency EMD on two example signals shows improvement in nonstationary signal separation with little loss of desirable decomposition performance measures such as IMF orthogonality.

Original languageEnglish
Title of host publication2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings
DOIs
Publication statusPublished - 2007
Event2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007 - Sharjah, United Arab Emirates
Duration: Feb 12 2007Feb 15 2007

Other

Other2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007
CountryUnited Arab Emirates
CitySharjah
Period2/12/072/15/07

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Decomposition

ASJC Scopus subject areas

  • Signal Processing

Cite this

Stevenson, N., Mesbah, M., Boashash, B., & Whitehouse, H. J. (2007). A joint time-frequency empirical mode decomposition for nonstationary signal separation. In 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings [4555307] https://doi.org/10.1109/ISSPA.2007.4555307

A joint time-frequency empirical mode decomposition for nonstationary signal separation. / Stevenson, N.; Mesbah, M.; Boashash, B.; Whitehouse, H. J.

2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings. 2007. 4555307.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stevenson, N, Mesbah, M, Boashash, B & Whitehouse, HJ 2007, A joint time-frequency empirical mode decomposition for nonstationary signal separation. in 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings., 4555307, 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Sharjah, United Arab Emirates, 2/12/07. https://doi.org/10.1109/ISSPA.2007.4555307
Stevenson N, Mesbah M, Boashash B, Whitehouse HJ. A joint time-frequency empirical mode decomposition for nonstationary signal separation. In 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings. 2007. 4555307 https://doi.org/10.1109/ISSPA.2007.4555307
Stevenson, N. ; Mesbah, M. ; Boashash, B. ; Whitehouse, H. J. / A joint time-frequency empirical mode decomposition for nonstationary signal separation. 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings. 2007.
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