DocumentCode
3514942
Title
A study on the nonlinear dynamics of PR interval variability using surrogate data
Author
Lee, Jongmin ; Park, KwangSuk ; Shin, Insun
Author_Institution
Seoul Nat. Univ., South Korea
Volume
4
fYear
1996
fDate
31 Oct-3 Nov 1996
Firstpage
1614
Abstract
PR interval variability (PRV) has been proposed as a noninvasive tool for investigating the autonomic nervous system (ANS) as well as heart rate variability (HRV). The goal of this study is to determine whether PRV has nonlinear dynamics or not. The authors developed an automatic PR interval measurement algorithm, and tested it using MIT ECG databases. 24-hour Holter ECGs were acquired from 30 healthy adults. Surrogate data was generated from a simpler linear model to have similar statistical characteristics with the original data. To detect nonlinear dynamics of the time series, correlation dimension, Lyapunov exponent, and phase space reconstruction were evaluated in both data. The results showed that PRV was significantly different from the surrogate data in the tests. It was concluded that PR interval variability shows nonlinear behavior
Keywords
electrocardiography; medical signal processing; time series; 24 h; 24-hour Holter ECGs; Lyapunov exponent; MIT ECG databases; PR interval variability; autonomic nervous system; correlation dimension; electrodiagnostics; healthy adults; heart rate variability; nonlinear behavior; nonlinear dynamics; phase space reconstruction; simpler linear model; statistical characteristics; surrogate data; Autonomic nervous system; Biomedical engineering; Character generation; Databases; Educational programs; Electrocardiography; Heart rate variability; Nonlinear dynamical systems; Phase detection; Systems engineering education;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location
Amsterdam
Print_ISBN
0-7803-3811-1
Type
conf
DOI
10.1109/IEMBS.1996.647578
Filename
647578
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