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A Review on the Nonlinear Dynamical System Analysis of Electrocardiogram Signal
Joint Authors
Bit, Arindam
Pal, Kunal
Nayak, Suraj K.
Dey, Anilesh
Mohapatra, Biswajit
Source
Journal of Healthcare Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-19, 19 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-02
Country of Publication
Egypt
No. of Pages
19
Main Subjects
Abstract EN
Electrocardiogram (ECG) signal analysis has received special attention of the researchers in the recent past because of its ability to divulge crucial information about the electrophysiology of the heart and the autonomic nervous system activity in a noninvasive manner.
Analysis of the ECG signals has been explored using both linear and nonlinear methods.
However, the nonlinear methods of ECG signal analysis are gaining popularity because of their robustness in feature extraction and classification.
The current study presents a review of the nonlinear signal analysis methods, namely, reconstructed phase space analysis, Lyapunov exponents, correlation dimension, detrended fluctuation analysis (DFA), recurrence plot, Poincaré plot, approximate entropy, and sample entropy along with their recent applications in the ECG signal analysis.
American Psychological Association (APA)
Nayak, Suraj K.& Bit, Arindam& Dey, Anilesh& Mohapatra, Biswajit& Pal, Kunal. 2018. A Review on the Nonlinear Dynamical System Analysis of Electrocardiogram Signal. Journal of Healthcare Engineering،Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1187553
Modern Language Association (MLA)
Nayak, Suraj K.…[et al.]. A Review on the Nonlinear Dynamical System Analysis of Electrocardiogram Signal. Journal of Healthcare Engineering No. 2018 (2018), pp.1-19.
https://search.emarefa.net/detail/BIM-1187553
American Medical Association (AMA)
Nayak, Suraj K.& Bit, Arindam& Dey, Anilesh& Mohapatra, Biswajit& Pal, Kunal. A Review on the Nonlinear Dynamical System Analysis of Electrocardiogram Signal. Journal of Healthcare Engineering. 2018. Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1187553
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1187553