• 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