• DocumentCode
    2378890
  • Title

    Evaluation of drowsiness during driving based on heart rate analysis - A driving simulation study

  • Author

    Tasaki, Masaru ; Wang, Hui ; Sakai, Motoki ; Watanabe, Manabu ; Jin, Qun ; Wei, Daming

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Univ. of Aizu, Aizu-Wakamatsu, Japan
  • fYear
    2010
  • fDate
    18-18 Dec. 2010
  • Firstpage
    411
  • Lastpage
    416
  • Abstract
    It is a common sense that drowsiness during driving could cause traffic accidents. Related researches show that drowsiness occurs when the parasympathetic nerve system predominates over others, and the high frequency (HF) component of heart rate variability (HRV) on an electrocardiogram (ECG) is closely related with the parasympathetic nerve activity, so it is reasonable to evaluate drowsiness based on heart rate analysis. In the driving simulation study, ECG and calculated R-R intervals were put on record during the monitoring process of drowsiness degrees. Relations among different indexes, such as, temporal change of HF band, RR50, Coefficient of Variation of R-R interval (CVRR), and LF to HF ratio (LF/HF) were evaluated as well. The experimental results suggest that there exist certain correlations between drowsiness and HF, RR50, CVRR, or LF/HF, which will be compared in the future with data collected in real driving experiments.
  • Keywords
    electrocardiography; medical signal processing; neurophysiology; CVRR; ECG; HF band temporal change; HRV high frequency component; LF-HF ratio; R-R interval coefficient of variation; R-R intervals; RR50; driving; drowsiness evaluation; electrocardiogram; heart rate analysis; heart rate variability; parasympathetic nervous system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
  • Conference_Location
    Hong, Kong
  • Print_ISBN
    978-1-4244-8303-7
  • Electronic_ISBN
    978-1-4244-8304-4
  • Type

    conf

  • DOI
    10.1109/BIBMW.2010.5703837
  • Filename
    5703837