DocumentCode
2543419
Title
On the largest lyapunov exponents of finger plethysmogram and heart rate under anxiety, fear, and relief states
Author
Imanishi, Akira ; Oyama-Higa, Mayumi
Author_Institution
Kwansei Gakuin Univ., Nishinomiya
fYear
2007
fDate
7-10 Oct. 2007
Firstpage
3119
Lastpage
3123
Abstract
We investigated the largest Lyapunov exponents (LLEs) of finger plethysmogram (FPG) and heart rate (HR) under anxiety, fear and relief states and compared each measured LLEs with the HR. We devised a task in which the participants experienced the emotions of anxiety, fear, and relief. FPG and HR were recorded during the task, and chaos analysis was applied to FPG to calculate the LLEs. Our results showed significant positive correlations between the LLEs of FPG and the degrees of anxiety and fear. In addition, the degree of relief showed a significant negative correlation with the LLEs of FPG. However, no significant correlation was observed between HR and the degrees of three emotions. These results suggest that the LLEs of FPG are a more sensitive psychological index than the HR.
Keywords
Lyapunov methods; cardiology; medical signal processing; plethysmography; finger plethysmogram; heart rate; largest Lyapunov exponents; psychological index; Chaos; Electric shock; Fingers; Fluctuations; Heart rate; Humans; Particle measurements; Psychology; Shape; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location
Montreal, Que.
Print_ISBN
978-1-4244-0990-7
Electronic_ISBN
978-1-4244-0991-4
Type
conf
DOI
10.1109/ICSMC.2007.4413829
Filename
4413829
Link To Document