吉林大学学报(工学版) ›› 2017, Vol. 47 ›› Issue (2): 420-428.doi: 10.13229/j.cnki.jdxbgxb201702011

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夜间环境驾驶员精神负荷的生理特性评估与实验

王海玮, 温惠英, 刘敏   

  1. 华南理工大学 土木与交通学院,广州 510640
  • 收稿日期:2015-12-28 出版日期:2017-03-20 发布日期:2017-03-20
  • 通讯作者: 温惠英(1965-),女,教授,博士生导师.研究方向:道路交通安全,交通规划与管理.E-mail:hywen@scut.edu.cn
  • 作者简介:王海玮(1983-),女,博士研究生.研究方向:交通安全与环境技术.E-mail:whw2046@126.com
  • 基金资助:
    国家自然科学基金项目(51378222, 51408237).

Experimental evaluation of nighttime driver's physiological characteristics in driving simulator

WANG Hai-wei, WEN Hui-ying, LIU Min   

  1. School of Civil Engineering and Transportation, South China University of Technology,Guangzhou 510640, China
  • Received:2015-12-28 Online:2017-03-20 Published:2017-03-20

摘要: 以夜间环境下的驾驶行为为研究对象,基于驾驶模拟器开展了四类驾驶实验,以及白天、夜间单一驾驶任务实验,以及白天、夜间主从驾驶任务实验。在驾驶员脑电、心电、 呼吸、皮电等生理数据和精神负荷主观评价的基础上,运用统计学方法综合分析了驾驶模拟实验过程中的生理参数变量变化规律。结果表明:相比白天行车环境,夜间环境下驾驶员的精神负荷有一定的增加,在执行主从任务的夜间行驶实验中被测试对象感知的主观压力显著增加,且主观压力与主从任务难度成正比关系。心率变异性功率谱密度、脑电负荷水平等生理指标呈现显著性差异,呼吸频率也有一定的变化,呼吸幅度和皮电的指标变化不明显。研究成果可用于夜间环境下的道路交通安全评价。

关键词: 交通运输工程, 交通安全, 精神负荷, 生理特性, 驾驶行为

Abstract: With the rapid development of vehicle safety driving assistant technique, drivers need to operate other non-driving tasks during the driving period. This may cause increase in the driver's workload. Evaluating the workload by monitoring the driver's physical and psychological signals is one of the basic research methods. The nighttime driving behavior in the driving simulator was studied. Four types of driving experiments, single driving task experiments at day and night, master-slave driving task experiments at day and night, were carried out. On the basis of physiological data and mental workload subject evaluation, the changes of the physical parameters were calculated and analyzed using statistical method. The results show that, compared to daytime driving, the nighttime driving mental workload of the driver is much higher. In the process of master-slave nighttime driving experiment, driver subjective pressure increases significantly, and it is in proportion to the difficulty of the experiment task. ECG and EEG physiological index indicators show that the significant difference and respiratory frequency are different. At the same time, respiratory rate and galvanic skin index change are not obvious. The experimental results can be used in the nighttime road traffic safety evaluation.

Key words: transportation engineering, traffic safety, mental load, physiological characteristics, driving behavior

中图分类号: 

  • U491
[1] Shimizu T,Nanbu T,Sunda T. An exploratory study of the driver workload assessment by brain functional imaging using onboard NIRS[C]∥SAE Paper, 2011-01-0592.
[2] Tattersall A J,Hockey G R J. Level of operator control and changes in heart rate variability during simulated elight maintenance[J].Human Factors: the Journal of the Human Factors and Ergonomics Society, 1995,37(4):682-698.
[3] Pala S,Schnell T,Becklinger N L, et al. Adaptation of the cognitive avionic tool set ( CATS) into automotive human machine interface design process[C]∥SAE Paper, 2011-01-0594.
[4] Lee Y C, Lee J D, Boyle L N, et al. Visual attention in driving: the effects of cognitive load and visual disruption[J].Human Factor: the Journal of the Human Factors and Ergonomics Society, 2007,49 (4): 721-733.
[5] Recarte M A, Nunes L M. Mental workload while driving: effects on visual search, discrimination, and decision making[J]. Journal of Experimental Psychology, 2003,9(2):119-137.
[6] Nocera F, Couyoumdjian A, Ferlazzo F.Crossing the pillars of hercules: the role of spatial frames of reference in error making[J].The Quarterly Joural of Experimental Psychology, 2006, 59(1):204-221.
[7] 漆巍巍. 城市道路拥堵状态下驾驶人生理及换道特性研究[D].哈尔滨:哈尔滨工业大学交通科学与工程学院,2014.
Qi Wei-wei. Characteristic research for driver's physiology and lane changing in congested state of urban road[D]. Harbin: School of Trsportatioin Science and Engineering, Harbin Institute of Technology,2014.
[8] 司东美. 高速公路驾驶员不良驾驶行为危险度研究[D]. 长春:吉林大学交通学院,2012.
Si Dong-mei. Research on the risk of drivers' adverse driving behavior on freeway[D]. Changchun: College of Transportation, Jilin University, 2012.
[9] 李卞楠. 城市拥堵路段下驾驶员视觉及生理特征分析[D]. 长春:吉林大学交通学院, 2013.
Li Bian-nan. Research on driver's visual characteristics and physiologic factor on urban congested roads[D].Changchun: College of Transportation, Jilin University,2013.
[10] 郭孜政. 驾驶行为险态辨识理论与方法[D].成都:西南交通大学交通运输与物流学院,2009.
Guo Zi-zheng. Theories and methods on driving risk status identification[D].Chengdu: School of Transportationi and Logistics, Southwest Jiaotong University, 2009.
[11] 李丽,袁玫. 使用车载导航系统下驾驶员脑力负荷影响因素分析[J].安全与环境学报, 2011, 11(6) : 202-204.
Li-li, Yuan Mei. Influential factors analysis of drivers' mental workload with the use of vehicle navigation system[J]. Journal of Safety and Environment, 2011, 11(6) : 202-204.
[12] 李显生,付坤. 驾驶员生理状态对驾驶行为差错的影响[J]. 吉林大学学报:工学版, 2012 (增刊1): 161-165.
Li Xian-sheng, Fu Kun. Effect analysis of drivers' physiological states causing their behavior errors during driving[J]. Journal of Jilin University (Engineering and Technology Edition), 2012 (Sup.1): 161-165.
[13] 吴坚,姚琳琳,朱冰,等. 基于高斯混合模型的驾驶员个人特质辨识[J]. 吉林大学学报:工学版, 2015, 45(1): 38-43.
Wu Jian, Yao Lin-lin, Zhu Bing, et al. Identification of driver individualities using Gaussian mixture model[J]. Journal of Jilin University (Engineering and Technology Edition), 2015, 45(1): 38-43.
[14] 徐志,关宏志,严海. 交通标志文字信息驾驶员眼动视认特性[J]. 北京工业大学学报,2011,37(12) : 1830 -1835.
Xu Zhi, Guan Hong-zhi, Yan Hai. Driver eye movement features on text message from traffic signs[J]. Journal of Beijing University of Technology, 2011, 37(12) : 1830-1835.
[15] 杨曼娟,吴玲涛,唐琤琤. 指路标志中外文文字对视认性的影响研究[J].公路交通科技,2010,27(9):117-120, 126.
Yang Man-juan, Wu Ling-tao, Tang Cheng-cheng. Study of influence of foreign characters in guide signs on legibility[J]. Journal of Highway and Transportation Research and Development, 2010, 27(9):117-120, 126.
[16] 祖永昶,李娅,王运霞.城市道路指路标志信息量限值研究[J].交通信息与安全,2012, 30(6):38-42.
Zu Yong-chang, Li Ya, Wang Yun-xia. An approach to limit value of information amount for urban guide signs[J].Journal of Transport Information and Safety, 2012, 30(6):38-42.
[17] 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): 74-80.
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): 74-80.
[18] Wickens C D. Processing Resources in Attention[M].San Diego, CA: Academic Press, 1984:63-101.
[19] Veltman A. A comparative study of psychophysiological reactions during simulator and real flight[J]. The International Journal of Aviation Psychology,2002,12(1) : 33-48.
[20] 高振海,段立飞,赵会,等. 基于生理信号的多任务下驾驶员认知负荷的评定[J]. 汽车工程, 2015(1): 33-37.
Gao Zhen-hai, Duan Li-fei, Zhao Hui, et al. Assessment of driver's cognitive workload under multitask based on physiological signals[J]. Automotive Engineering, 2015(1): 33-37.
[21] Rubio S, Diaz E, Matin J, et al. Evaluation of subjective mental workload: a comparison of SWAT,NASA-TLX,and workload profile methods[J]. Applied Psychology, 2004, 53(1) : 61-86.
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