• DocumentCode
    1988029
  • Title

    Heart rate variability signal analysis based on HHT

  • Author

    Zhang, Kaiyu ; Song, Lixin ; Wang, Yujing

  • Author_Institution
    Coll. of Electr. & Electron. Eng., Harbin Univ. of Sci. & Technol., Harbin, China
  • fYear
    2011
  • fDate
    16-18 Sept. 2011
  • Firstpage
    3943
  • Lastpage
    3946
  • Abstract
    A new method of heart rate variability signal analysis based on Hilbert-Huang Transform (HHT) is proposed. Use EMD (Empirical Mode Decomposition) method to decompose signal into a series of IMF (Intrinsic Mode Function). By means of the given boundary conditions and EMD decomposition termination conditions, calculate and analyze instantaneous frequency and instantaneous amplitude of each IMF using HHT, obtain the intrinsic information contained in signal and the sudden change instant and the shifting trend of heart rate variability. Analyzing real heart rate signal with wavelet analysis and HHT method, the comparable experiment result proves that HHT method is feasible and shows its advantages with respect to wavelet analysis method.
  • Keywords
    Hilbert transforms; cardiology; medical signal processing; wavelet transforms; Hilbert-Huang transform; empirical mode decomposition; heart rate variability signal analysis; instantaneous amplitude; instantaneous frequency; intrinsic mode function; wavelet analysis; Filtering; Heart rate variability; Spectral analysis; Time frequency analysis; Wavelet analysis; Wavelet transforms; Empirical Mode Decomposition; Hilbert-Huang Transform; Intrinsic Mode Function; heart rate variability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Control Engineering (ICECE), 2011 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8162-0
  • Type

    conf

  • DOI
    10.1109/ICECENG.2011.6057752
  • Filename
    6057752