ZHANG Xuejun, HUO Yan, WAN Dongsheng. Improved EMD Based on Piecewise Cubic Hermite Interpolation and Mirror Extension[J]. Chinese Journal of Electronics, 2020, 29(5): 899-905. DOI: 10.1049/cje.2020.08.005
Citation: ZHANG Xuejun, HUO Yan, WAN Dongsheng. Improved EMD Based on Piecewise Cubic Hermite Interpolation and Mirror Extension[J]. Chinese Journal of Electronics, 2020, 29(5): 899-905. DOI: 10.1049/cje.2020.08.005

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 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.
  • loading

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return