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
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