• DocumentCode
    319795
  • Title

    Analysis of heart rate variability by Pisarenko harmonic decomposition

  • Author

    Severi, S. ; Cavalcanti, S. ; Paolini, F. ; Avanzolini, G.

  • Author_Institution
    Dipt. di Elettronica Inf. e Sistemistica, Bologna Univ., Italy
  • Volume
    4
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1658
  • Abstract
    The Pisarenko harmonic decomposition method for retrieving harmonies from a covariance function was used to analyse the heart rate variability signal. The study was conducted in order to evaluate the autonomic response to the hemodialysis treatment in two groups of hemodynamically-stable and unstable patients, comparing the frequency of the main oscillation embedded in the heart rate variability signals. The two groups resulted clearly separated by the value of this frequency: stable patients exhibited a frequency ranging in the LF band, whereas the unstable had a frequency lying in the HF band. This result is in accordance with those of the autoregressive spectral analysis, indicating a reduced sympathetic activation in hypotension-prone patients
  • Keywords
    electrocardiography; frequency-domain analysis; harmonic analysis; medical signal processing; spectral analysis; Pisarenko harmonic decomposition; autonomic response; covariance function; embedded main oscillation frequency; heart rate variability analysis; hemodialysis treatment; hemodynamically-stable patients; hemodynamically-unstable patients; Additive white noise; Cardiology; Frequency estimation; Hafnium; Harmonic analysis; Heart rate variability; Medical treatment; Sequences; Signal processing; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.647599
  • Filename
    647599