A Study on Driving Load While Overtaking on Mountainous Two-Lane Highways Based on Physiological Characteristics

IF 2 4区 工程技术 Q2 ENGINEERING, CIVIL
Tangzhi Liu, Guyi Wang, Wangxia Luo, Ruihang Liu, Xingliang Liu, Tianjun Xiang, Tong Liu
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Abstract

The traffic environment of mountainous highways is more complex than that of nonmountainous highways, with higher driving loads, which increases the risk in overtaking. The changes in the driver’s pupils, eye gaze behavior, and heart rate can be used to evaluate the level of driving tension and safety. To analyze the driving load while overtaking on two-lane highways in mountainous areas, an actual vehicle test was conducted. Twenty-one drivers were divided into a skilled group and an unskilled group. The gaze time, gaze transfer characteristics, heart rate changes, and pupil area changes during the three stages of overtaking (intention, execution, and return) were compared and analyzed. The comprehensive evaluation of driving load during the overtaking process used the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method and Rank Sum Ratio (RSR) method. The results show that the two groups of drivers had the highest driving load during the overtaking execution stage and the lowest driving load during the intention stage. The driving load of overtaking on sections with poor-sight distance was significantly higher than that on sections with good-sight distance, and the risk in overtaking during the execution and return stages was highest on sections with poor-sight distance. It is possible to reduce the driving load if the driver is familiar with the road conditions or has a rich driving experience. Compared to the unskilled group, the skilled group had lower driving loads at all stages of overtaking. The research results can provide a theoretical basis for optimizing traffic safety prevention and control technology on mountainous highways and for designing intelligent driving assistance.

Abstract Image

基于生理特征的山区双车道公路超车时驾驶负荷研究
山区公路的交通环境较非山区公路更为复杂,驾驶负荷也更高,这增加了超车的风险。驾驶员的瞳孔变化、注视行为和心率可用于评估驾驶紧张程度和安全性。为了分析在山区双车道高速公路上超车时的驾驶负荷,我们进行了一次实际车辆测试。21 名驾驶员被分为熟练组和非熟练组。对超车三个阶段(意图、执行和返回)的注视时间、注视转移特征、心率变化和瞳孔面积变化进行了比较和分析。超车过程中驾驶负荷的综合评价采用了与理想解相似度排序法(TOPSIS)和秩和比(RSR)法。结果表明,两组驾驶员在超车执行阶段的驾驶负荷最高,而在超车意图阶段的驾驶负荷最低。视距不良路段的超车驾驶负荷明显高于视距良好路段,视距不良路段的超车执行阶段和返回阶段的风险最高。如果驾驶员熟悉路况或有丰富的驾驶经验,是可以减轻驾驶负荷的。与非熟练组相比,熟练组在所有超车阶段的驾驶负荷都较低。研究结果可为优化山区高速公路交通安全防控技术和设计智能辅助驾驶提供理论依据。
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来源期刊
Journal of Advanced Transportation
Journal of Advanced Transportation 工程技术-工程:土木
CiteScore
5.00
自引率
8.70%
发文量
466
审稿时长
7.3 months
期刊介绍: The Journal of Advanced Transportation (JAT) is a fully peer reviewed international journal in transportation research areas related to public transit, road traffic, transport networks and air transport. It publishes theoretical and innovative papers on analysis, design, operations, optimization and planning of multi-modal transport networks, transit & traffic systems, transport technology and traffic safety. Urban rail and bus systems, Pedestrian studies, traffic flow theory and control, Intelligent Transport Systems (ITS) and automated and/or connected vehicles are some topics of interest. Highway engineering, railway engineering and logistics do not fall within the aims and scope of JAT.
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