• DocumentCode
    1606979
  • Title

    Study on state estimation due to biological signal analysis

  • Author

    Harada, Seiya ; Mino, Hiroyuki ; Doi, Shunichi ; Kobayashi, Eiji ; Karaki, Masayuki ; Mori, Nozomu

  • Author_Institution
    Fac. of Eng., Kagawa Univ., Takamatsu, Japan
  • fYear
    2011
  • Firstpage
    540
  • Lastpage
    545
  • Abstract
    Long term monotonous driving has been often found to decrease the driver´s arousal level and affect on his/her property of perception, cognition and judgment. It is necessary to support safety driving according to driver´s physical and mental state. In this study, we examined the influence of seat characteristics on the driver´s psychosomatic state by measuring biological signal measurement including brain wave and electrocardiogram and finger plethysmograph. As a result, it has been understood that the seating posture has an influence on the driver´s drowsiness as well as long term seating fatigue. Moreover, we proposed four term hypothesis for driving state which classifies the mind-and-body state of a driver at four states. This hypothesis was also tried to verify with these biological signal analysis in this study.
  • Keywords
    biomechanics; cognition; electrocardiography; fatigue; medical signal processing; plethysmography; signal classification; state estimation; biological signal analysis; brain wave; classification; cognition; driver arousal level; drowsiness; electrocardiogram; finger plethysmograph; judgment; long term monotonous driving; long term seating fatigue; mental state; perception; physical state; psychosomatic state; safety driving; seating posture; state estimation; Attenuation; Biology; Electrodes; Maintenance engineering; Rail to rail inputs; driver´s psychosomatic state; fatigue; four term hypothesis; posture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex Medical Engineering (CME), 2011 IEEE/ICME International Conference on
  • Conference_Location
    Harbin Heilongjiang
  • Print_ISBN
    978-1-4244-9323-4
  • Type

    conf

  • DOI
    10.1109/ICCME.2011.5876800
  • Filename
    5876800