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Article Navigation >  Journal of Traffic and Transportation Engineering  > 2014  >  14(4): 98-104
GUO Ying-shi, YUAN Wei, FU Rui, XUE Chuan-liang. Evaluation method of driving proficiency based on fixation transition mode[J]. Journal of Traffic and Transportation Engineering, 2014, 14(4): 98-104.
Citation: GUO Ying-shi, YUAN Wei, FU Rui, XUE Chuan-liang. Evaluation method of driving proficiency based on fixation transition mode[J]. Journal of Traffic and Transportation Engineering, 2014, 14(4): 98-104.
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Evaluation method of driving proficiency based on fixation transition mode

  • 1.

    School of Automobile, Chang'an University, Xi'an 710064, Shaanxi, China

  • 2.

    School of Design, Loughborough University, Loughborough LE11 3TU, Leicestershire, UK

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  • Author Bio:

    GUO Ying-shi(1964-), male, professor, PhD, +86-29-82334722, guoys@chd.edu.cn

  • Received Date: 2014-04-17
  • Publish Date: 2014-08-25
    Abstract
  • In order to quantitatively and objectively evaluate the driving proficiency of driver, the collected data from eye movement tracking device was analyzed in real vehicle test environment.By using fixation area division method, 8 characterization parameters of fixation transition mode were chosen as evaluation indexes.Principal component analysis(PCA) method was using to analyze the eye movement experiment data of 15 drivers, and the calculation method of driving proficiency evaluation based on fixation transition mode was built.Test result shows that the evaluation score of driving proficiency has close relationship with the driving experience mileage.When the threshold ralue of driving experience mileage is 50 000 km, the driving proficiencies of two groups of drivers can be distinguished by using the proposed method, but in each group, the evaluation scores of driving proficiencies have unobvious regularity.

     

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