Improved EMD Based on Piecewise Cubic Hermite Interpolation and Mirror Extension

This paper proposes an improved Empirical mode decomposition (EMD) method piecewise cubic hermite interpolation and mirror extension. Firstly, mirror expansion method is used to expand preliminary signal endpoint; then the piecewise cubic Hermite interpolation algorithm is applied to obtain the enve...

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Veröffentlicht in:Chinese Journal of Electronics 2020-09, Vol.29 (5), p.899-905
Hauptverfasser: Zhang, Xuejun, Huo, Yan, Wan, Dongsheng
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper proposes an improved Empirical mode decomposition (EMD) method piecewise cubic hermite interpolation and mirror extension. Firstly, mirror expansion method is used to expand preliminary signal endpoint; then the piecewise cubic Hermite interpolation algorithm is applied to obtain the envelopes. Finally Intrinsic mode functions (IMFs) are obtained through improved EMD (MPC-HEMD). Through the analysis on simulation signals and Electroencephalogram (EEG) signals, we found that the new method was better than the traditional method.
ISSN:1022-4653
2075-5597
DOI:10.1049/cje.2020.08.005