|Table of Contents|

Evaluation method of driving proficiency based on fixation transition mode

《交通运输工程学报》[ISSN:1671-1637/CN:61-1369/U]

Issue:
2014年04期
Page:
98-104
Research Field:
交通运输规划与管理
Publishing date:

Info

Title:
Evaluation method of driving proficiency based on fixation transition mode
Author(s):
GUO Ying-shi1 YUAN Wei12 FU Rui1 XUE Chuan-liang1
1. School of Automobile, Chang’an University, Xi’an 710064, Shaanxi, China; 2. School of Design, Loughborough University, Loughborough LE11 3TU, Leicestershire, UK
Keywords:
traffic safety driver driving proficiency principal component analysis fixation transition mode
PACS:
U491.51
DOI:
-
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. 4 tabs, 3 figs, 21 refs.

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Last Update: 2014-08-30