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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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    • References(21)
  • [1]
    公安部交通管理局. 中华人民共和国道路交通事故统计年报[R]. 北京: 公安部交通管理局, 2010.
    [2]
    CRUNDALL D, UNDERWOOD G. Effects of experience and processing demands on visual information acquisition in drivers[J]. Ergonomics, 1998, 41(4): 448-458. doi: 10.1080/001401398186937
    [3]
    CHAPMAN P, UNDERWOOD G. Visual search of driving situations danger and experienced]. Perception, 1998, 27(8): 951-964.
    [4]
    CRUNDALL D, UNDERWOOD G, CHAPMAN P. Driving experience and the functional field of view[J]. Perception, 1999, 28(9): 1075-1087. doi: 10.1068/p281075
    [5]
    UNDERWOOD G, CRUNDALL D, CHAPMAN P. Selective searching while driving the role of experience in hazard detection and general surveillance[J]. Ergonomics, 2002, 45(1): 1-12. doi: 10.1080/00140130110110610
    [6]
    CHAPMAN P, UNDERWOOD G, ROBERTS K. Visual search patterns in trained and untrained novice drivers[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2002, 5(2): 157-167. doi: 10.1016/S1369-8478(02)00014-1
    [7]
    UNDERWOOD G, CHAPMAN P, BERGER Z E, et al. Driving experience, attentional focusing, and the recall of recently inspected events[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2003, 6(4): 289-304. doi: 10.1016/j.trf.2003.09.002
    [8]
    UNDERWOOD G, CHAPMAN P, BROCKLEHURST N, et al. Visual attention while driving sequences of eye fixations made by experienced and novice drivers[J]. Ergonomics, 2003, 46(6): 629-646. doi: 10.1080/0014013031000090116
    [9]
    UNDERWOOD G. Visual attention and transition from novice to advanced driver[J]. Ergonomics, 2007, 50(8): 1235-1249. doi: 10.1080/00140130701318707
    [10]
    KONSTANTOPOULOS P, CHAPMAN P, CRUNDALL D. Driver's visual attention as a function of driving experience and visibility: using a driving simulator to explore drivers eye movements in day, night and rain driving[J]. Accident Analysis and Prevention, 2010, 42(3): 827-834. doi: 10.1016/j.aap.2009.09.022
    [11]
    HOSKING S G, LIU C C, BAYLY M. The visual search patterns and hazard responses of experienced and inexperienced motorcycle riders[J]. Accident Analysis and Prevention, 2010, 42(1): 196-202. doi: 10.1016/j.aap.2009.07.023
    [12]
    袁伟. 城市道路环境中汽车驾驶员动态视觉特性试验研究[D]. 西安: 长安大学, 2009.

    YUAN Wei. Study on car driver's dynamic visual characters test on city road[D]. Xi'an: Chang'an University, 2008. (in Chinese).
    [13]
    薛传亮. 城市道路交通环境下驾驶员注视点分配转移特性研究[D]. 西安: 长安大学, 2009.

    XUE Chuan-liang. Study on driver's fixation shift and distribution characteristics under real environment of urban road[D]. Xi'an: Chang'an University, 2009. (in Chinese).
    [14]
    郭应时. 交通环境及驾驶经验对驾驶员眼动和工作负荷影响的研究[D]. 西安: 长安大学, 2009.

    GUO Ying-shi. Study on effects of traffic environment and driving experience on driver's eye movement and workload[D]. Xi'an: Chang'an University, 2009. (in Chinese).
    [15]
    孙璐, 郁烨, 顾文钧. 基于PCA和HMM的汽车保有量预测方法[J]. 交通运输工程学报, 2013, 13(2): 92-98. doi: 10.3969/j.issn.1671-1637.2013.02.014

    SUN Lu, YU Ye, GU Wen-jun. Car ownership prediction method based on principal component analysis and hidden Markov model[J]. Journal of Traffic and Transportation Engineering, 2013, 13(2): 92-98. (in Chinese). doi: 10.3969/j.issn.1671-1637.2013.02.014
    [16]
    WU Yi-hu, YU Dan, YU Wei, et al. Double-layer rampmetering model for incident congestion on expressway[J]. Journal of Traffic and Transportation Engineering: English Edition, 2014, 1(2): 129-137. doi: 10.1016/S2095-7564(15)30097-0
    [17]
    裴玉龙. 于涛. 车道变换进程中驾驶员视点转移特性研究[J]. 交通信息与安全, 2009, 27(2): 92-95. doi: 10.3963/j.issn.1674-4861.2009.02.025

    PEI Yu-long, YU Tao. Driver's eye movement law during lane-change[J]. Journal of Transport Information and Safety, 2009, 27(2): 92-95. (in Chinese). doi: 10.3963/j.issn.1674-4861.2009.02.025
    [18]
    CHAPMAN J R, NOYCE D A. Influence of roadway geometric elements on driver behavior when overtaking bicycles on rural roads[J]. Journal of Traffic and Transportation Engineering: English Edition, 2014, 1(1): 28-38. doi: 10.1016/S2095-7564(15)30086-6
    [19]
    赵晓华, 许士丽, 荣建, 等. 基于ROC曲线的驾驶疲劳脑电样本熵判定阈值研究[J]. 西南交通大学学报, 2013, 48(1): 178-183. doi: 10.3969/j.issn.0258-2724.2013.01.028

    ZHAO Xiao-hua, XU Shi-li, RONG Jian, et al. Discriminating threshold of driving fatigue based on the electroencephalography sample entropy by receiver operating characteristic curve analysis[J]. Journal of Southwest Jiaotong University, 2013, 48(1): 178-183. (in Chinese). doi: 10.3969/j.issn.0258-2724.2013.01.028
    [20]
    王琳虹, 李世武, 周茹波, 等. 高速公路路侧景观色彩对驾驶员心率指标的影响[J]. 吉林大学学报: 工学版, 2013, 43(1): 74-90. https://www.cnki.com.cn/Article/CJFDTOTAL-JLGY201301013.htm

    WANG Lin-hong, LI Shi-wu, ZHOU Ru-bo, et al. Impact of roadside landscape color on driver mean heart rate[J]. Journal of Jilin University: Engineering and Technology Edition, 2013, 43(1): 74-90. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JLGY201301013.htm
    [21]
    冀杰, 李以农, 郑玲, 等. 车辆自动驾驶系统纵向和横向运动综合控制[J]. 中国公路学报, 2010, 23(5): 119-126. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201005018.htm

    JI Jie, LI Yi-nong, ZHENG Liang, et al. Integrated control of longitudinal and lateral motion for autonomous vehicle driving system[J]. China Journal of Highway and Transport, 2010, 23(5): 119-126. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201005018.htm
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