• 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