• DocumentCode
    1806954
  • Title

    Estimation of the largest Lyapunov exponent of an RR interval and its use as an indicator of decreased autonomic heart rate control

  • Author

    Claesen, S. ; Kitney, RI

  • Author_Institution
    Imperial Coll. of Sci., Technol. & Med., London, UK
  • fYear
    1994
  • fDate
    25-28 Sep 1994
  • Firstpage
    133
  • Lastpage
    136
  • Abstract
    Recent evidence points to a decrease in autonomic control of heart rate in same states of disease. It has been shown that interbeat intervals are not random but exhibit short range correlations governed by deterministic laws. Lyapunov exponents, which provide a qualitative and quantitative characterization of dynamical behaviour, are related to the exponentially fast divergence or convergence of nearby orbits in phase space. A system with one or more positive Lyapunov exponents is defined to be chaotic. In this study, the phase portraits from ECG recordings have been reconstructed, and the Lyapunov exponents are estimated. The authors examine the diagnostic value of the Lyapunov exponent as an indicator of decreased autonomic control of heart rate
  • Keywords
    Lyapunov methods; biocontrol; electrocardiography; medical signal processing; ECG recordings phase portraits; RR interval; chaotic system; decreased autonomic heart rate control indicator; deterministic laws; diagnostic value; interbeat intervals; largest Lyapunov exponent; phase space; Cardiac disease; Cardiovascular diseases; Chaos; Convergence; Educational institutions; Electrocardiography; Heart rate; Orbits; Phase estimation; State estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1994
  • Conference_Location
    Bethesda, MD
  • Print_ISBN
    0-8186-6570-X
  • Type

    conf

  • DOI
    10.1109/CIC.1994.470231
  • Filename
    470231