• DocumentCode
    2742209
  • Title

    Complexity analysis of 24 hours heart rate variability time series

  • Author

    Ferrario, M. ; Signorini, M.G. ; Cerutti, S.

  • Author_Institution
    Dipartimento di Bioingegneria, Politecnico di Milano, Milan, Italy
  • Volume
    2
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    3956
  • Lastpage
    3959
  • Abstract
    We propose to study the heart rate variability (HRV) time series complexity by computing the Lempel Ziv complexity measure. LZ is sensitive to the rate of pattern recurrences in a time series. Analysis considers 24 h HRV time series of healthy subjects and patients with cardiovascular diseases. Analysis with simulated signals show the LZ measure can vary depending on the adopted coding process. The binary coding, proposed in this work, is sensitive to the different dynamical systems generating the time series, as the ternary coding is sensitive to the presence of stationary states, i.e. a consecutive repetition of the same RR interval value. LZ method reliably differentiates healthy vs. disease group. Further clinical investigations on the LZ complexity and on its relationship to the risk of sudden death, can supply new diagnostic indications.
  • Keywords
    cardiovascular system; encoding; medical signal processing; time series; 24 h; Lempel Ziv complexity analysis; binary coding; cardiovascular diseases; heart rate variability time series; pattern recurrences; sudden death; ternary coding; Analytical models; Cardiovascular diseases; Computational modeling; Heart rate variability; Pathology; Probability; Signal analysis; Signal processing; Time measurement; Time series analysis; Algorithmic complexity; Heart Rate Variability; Lempel Ziv complexity;
  • 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.2004.1404105
  • Filename
    1404105