• DocumentCode
    2720871
  • Title

    The analysis of mental stress using time-frequency distribution of heart rate variability signal

  • Author

    Seong, H.M. ; Lee, J.S. ; Shin, T.M. ; Kim, W.S. ; Yoon, Y.R. ; Yoon, Y.R.

  • Author_Institution
    Dept. of Biomed. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    1
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    283
  • Lastpage
    285
  • Abstract
    Conventional power spectrum methods based on fast Fourier transform (FFT), autoregressive(AR) model are not appropriate for analyzing biomedical signals whose spectral characteristics change rapidly. On the other hand, time-frequency analysis has more desirable characteristics of a time-varying spectrum. In this study, we investigated the spectral components of heart rate variability (HRV) in a time-frequency domain. Then, from the instantaneous frequency, obtained from time-frequency distribution, the method extracting frequency components of HRV was proposed. The subjects were 17 healthy young men. A coin-stacking task was used to induce mental stress. In the results, the emotional stress of subjects produced an increase in sympathetic activity. Sympathetic activation was responsible for the significant increase in the LF/HF ratio. The subjects were divided into two groups with task ability. The subject who had higher mental stress had a lack of task ability.
  • Keywords
    bioelectric phenomena; cardiology; medical signal processing; spectral analysis; time-frequency analysis; autoregressive model; biomedical signals; coin-stacking task; emotional stress; fast Fourier transform; heart rate variability; heart rate variability signal; mental stress analysis; power spectrum methods; sympathetic activity; time-frequency distribution; Blood flow; Cardiology; Fast Fourier transforms; Hafnium; Heart beat; Heart rate variability; Human factors; Signal analysis; Spectral analysis; Time frequency analysis; HRV; mental stress; time-frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1403147
  • Filename
    1403147