DocumentCode
3117977
Title
What affects the Lyapunov exponents of finger plethysmogram?
Author
Imanishi, Akira ; Oyama-Higa, Mayumi
Author_Institution
Dept. of Psychol., Kwansei Gakuin Univ., Nishinomiya
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
2955
Lastpage
2959
Abstract
This study investigated the relations between the largest Lyapunov exponents of the finger plethysmogram and pulse indices. First, we made a sine wave that had various pulse intervals and examined the relations using a simulation. Consequently, the largest Lyapunov exponents decreased with the standard deviation of the pulse interval. Next, we carried out two experiments and reexamined the relations using actual measurements of finger plethysmogram recorded during rest and during two mental tasks. We found a significant positive correlation between the standard deviation of the pulse intervals of the finger plethysmogram and the largest Lyapunov exponent, and the correlation coefficient was the highest of pulse indices in two experiments. From these results, we concluded that the largest Lyapunov exponents of the finger plethysmogram are greatly affected by the standard deviation of pulse intervals may be a more reasonable measurement than the largest Lyapunov exponents of the finger plethysmogram.
Keywords
Lyapunov methods; plethysmography; Lyapunov exponents; finger plethysmogram; mental tasks; pulse indices; Analytical models; Brain modeling; Chaos; Filtering; Fingers; Fluctuations; Humans; Psychology; Pulse measurements; Time series analysis; Lyapunov exponents; chaos analysis; finger plethysmogram; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811747
Filename
4811747
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