DocumentCode
2184569
Title
Physiological Signal Variability Analysis Based on the Largest Lyapunov Exponent
Author
Li, Liping ; Liu, Changchun ; Liu, Chengyu ; Zhang, Qingguang ; Li, Bin
Author_Institution
Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
5
Abstract
Globally, cardiovascular disease is the world´s leading killer and is projected to remain so. The physiological signal variabilities, such as heart rate variability and pulse transit time variability, are useful indices to assess cardiovascular system function. The largest Lyapunov Exponent is used in this paper to analyze the physiological signal variability in cardiovascular system. Eight healthy volunteers participated in the test. Results showed that the method used in this paper is stable, robust to the embedding dimension and mean period, and reliable for small data sets. Thus, the largest Lyapunov exponent calculated by the small data sets method is suitable for physiological signal variability analysis.
Keywords
biology computing; cardiovascular system; diseases; medical signal processing; cardiovascular disease; cardiovascular system; largest Lyapunov exponent; physiological signal variability analysis; Arteries; Biomedical engineering; Cardiovascular diseases; Cardiovascular system; Electrocardiography; Heart rate; Heart rate variability; Robustness; Signal analysis; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics, 2009. BMEI '09. 2nd International Conference on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4132-7
Electronic_ISBN
978-1-4244-4134-1
Type
conf
DOI
10.1109/BMEI.2009.5305169
Filename
5305169
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