DocumentCode :
235869
Title :
The quantitative analysis of nonlinear behaviors of arrhythmia through Lyapunov Exponents
Author :
San-Um, Wimol ; Ketthong, Patinya
Author_Institution :
Intell. Electron. Syst. Res. Lab., Thai-Nichi Inst. of Technol., Bangkok, Thailand
fYear :
2014
fDate :
26-28 Nov. 2014
Firstpage :
1
Lastpage :
4
Abstract :
This paper presents the quantitative analysis of nonlinear behaviors arrhythmia through Lyapunov Exponents (LEs). Generally, arrhythmia exhibits relatively random electrocardiogram and hence a nonlinear chaotic series. Such behaviors can be distinguished from normal electrocardiogram in terms of nonlinear dynamics analysis, including phase-space analysis. However, Lyapunov Exponents that quantitatively characterizes chaos that appears in arrhythmia may provide better clear perspective for diagnosis. In this paper, ten series of normal electrocardiograms are compared with other 10 series of arrhythmia. The results reveal that those most series that have arrhythmia have higher values of LEs. The results suggest that the utilization of LEs for arrhythmia analysis may be one of potential alternative in heart decease diagnosis.
Keywords :
Lyapunov methods; bioelectric phenomena; cardiovascular system; chaos; electrocardiography; nonlinear control systems; nonlinear dynamical systems; patient diagnosis; phase space methods; LE utilization; Lyapunov exponents; alternative heart disease diagnosis; arrhythmia analysis; arrhythmia series; high LE values; nonlinear arrhythmia behaviors; nonlinear chaotic series; nonlinear dynamics analysis; normal electrocardiogram series; phase-space analysis; quantitative analysis; quantitative chaos characterization; random electrocardiogram; Arrhythmia; Lyapunov Exponent; Nonlinear Behaviors; Quantitative Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering International Conference (BMEiCON), 2014 7th
Conference_Location :
Fukuoka
Type :
conf
DOI :
10.1109/BMEiCON.2014.7017409
Filename :
7017409
Link To Document :
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