• DocumentCode
    1854811
  • Title

    Lyapunov exponents calculated from heart rate variability time series

  • Author

    Signorini, Maria G. ; Cerutti, Sergio

  • Author_Institution
    Dept. of Biomed. Eng., Politecnico di Milano, Italy
  • fYear
    1994
  • fDate
    3-6 Nov 1994
  • Firstpage
    119
  • Abstract
    The chaotic deterministic approach is a fascinating and efficient descriptive paradigm for complexity in biological systems. It can explain the organized variability inherent in physiological structure and function. Lyapunov exponents quantify the exponential divergence of trajectories which happens for chaotic systems in state space. Here, the authors compute the positive and the entire spectrum of Lyapunov exponents. They present the results obtained on time series from classical chaotic attractors, like the Henon map and the Rossler system as well as on experimental time series derived from the heart rate variability (HRV) signal. The HRV time series considered refer to normal subjects and to patients with cardiovascular diseases. It is concluded that the chaotic characteristics of the cardiovascular regulation system seem to be confirmed
  • Keywords
    Lyapunov methods; chaos; electrocardiography; medical signal processing; time series; Henon map; Lyapunov exponents calculation; Rossler system; biological systems complexity; cardiovascular disease patients; cardiovascular regulation system; chaotic characteristics; chaotic systems; classical chaotic attractors; experimental time series; heart rate variability signal; heart rate variability time series; normal subjects; organized variability; physiological function; physiological structure; state space; trajectories exponential divergence; Biological systems; Biology computing; Biomedical engineering; Cardiology; Cardiovascular diseases; Chaos; Finite impulse response filter; Heart rate variability; Noise level; Orbits; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    0-7803-2050-6
  • Type

    conf

  • DOI
    10.1109/IEMBS.1994.412076
  • Filename
    412076