• DocumentCode
    557456
  • Title

    Analyzing autonomic activity in electrocardiography about general anesthesia by spectrogram with multitaper time-frequency reassignment

  • Author

    Lin, Yu-Ting ; Hseu, Shu-Shya ; Yien, Huey-Wen ; Tsao, Jenho

  • Author_Institution
    Dept. of Anesthesiology, Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    630
  • Lastpage
    634
  • Abstract
    Autonomic nerve activities in human body under general anesthesia are dynamic and diverse. Respiratory sinus arrhythmia is associated with depth of anesthesia, which exists in the high-frequency region of RRI (beat-to-beat R-peak interval) spectrum. Analyzing RRI variation in electrocardiography by classical power spectrum is insufficient because of the lack of temporal resolution. To better understand autonomic activity during anesthesia, we used spectrogram of RRI to extract its instantaneous information. For improving visual resolution, we choose a newly developed technique, multitaper time-frequency reassignment (MTFR), to estimate spectrograms. The technique provides time-varying spectrogram for RRI with good performance in time-frequency resolution and low fluctuation. Real-life cases are used to demonstrate the variety of autonomic activity presented clearly by the MTFR spectrogram, compared with Gabor spectrogram. Their implications in depth of anesthesia are discussed.
  • Keywords
    electrocardiography; medical signal processing; neurophysiology; signal resolution; time-frequency analysis; MTFR spectrogram; autonomic nerve activity; classical power spectrum; electrocardiography; fluctuation; general anesthesia; human body; multitaper time-frequency reassignment; respiratory sinus arrhythmia; temporal resolution; time-frequency resolution; visual resolution; Anesthesia; Electrocardiography; Heart rate variability; Rail to rail inputs; Spectrogram; Stochastic processes; Time frequency analysis; autonomic nerve activity; depth of anesthesia; electrocardiography; multitaper time frequency reassignment; respiratory sinus arrhythmia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9351-7
  • Type

    conf

  • DOI
    10.1109/BMEI.2011.6098432
  • Filename
    6098432