Using a multi-user driving simulator system to explore the patterns of vehicle fleet rear-end collisions occurrence under different foggy conditions and speed limits

被引:19
|
作者
Huang, Yan [1 ]
Yan, Xuedong [1 ]
Li, Xiaomeng [2 ]
Yang, Jingsi [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Traff & Transportat, MOT Key Lab Transport Ind Big Data Applicat Techn, Beijing 100044, Peoples R China
[2] Queensland Univ Technol QUT, Inst Hlth & Biomed Innovat IHBI, Ctr Accid Res & Rd Safety Queensland CARRS Q, Kelvin Grove, Qld 4059, Australia
基金
中国国家自然科学基金;
关键词
Multi-user driving simulator system; Foggy conditions; Speed limit; Vehicle fleet; Rear-end collision; DRIVER INJURY SEVERITY; LOGIT MODEL; HIGHWAY; CRASH; RISK; SAFETY; BEHAVIOR; HETEROGENEITY; ACCIDENTS; GUIDANCE;
D O I
10.1016/j.trf.2020.08.025
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Vehicle fleet rear-end collisions (FRECs) are an extremely fatal type of traffic collisions on freeway and they usually occur in foggy weather. This study aimed to explore the patterns of vehicle fleet rear-end collisions occurrence under different foggy conditions and speed limits on freeway. A multi-user driving simulator system was used to conduct the experiment and the driving behavior data were collected from eight participants. The experimental results showed that as the fog density increased, the length of vehicle fleet decreased significantly, and drivers tended to keep a more stable car-following distance. The fog weather and short vehicle gap prompted drivers to react faster and brake harder in respond to the leading vehicle's brake. In spite of the compensational behaviors, more FRECs were observed under heavy fog condition. Lowering speed limit can significantly reduce the FRECs under foggy conditions. As the speed limits reduced, drivers' brake response time and speed variance significantly reduced. The study also found that drivers' brake response time was negatively correlated with their positions in the fleet. Drivers in the front positions of the fleet had a longer response time than drivers in the back positions and thus were more likely to encounter collisions. The study generated a better understanding of drivers' behavioral pattern in a vehicle fleet and the patterns of vehicle fleet rear-end collisions occurrence. The findings also shed lights on the design of driver assistance system for complex driving situations such as freeway driving under adverse weather. (C) 2020 Elsevier Ltd. All rights reserved.
引用
收藏
页码:161 / 172
页数:12
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  • [2] Investigating rear-end collision avoidance behavior under varied foggy weather conditions: A study using advanced driving simulator and survival analysis
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  • [3] Investigating rear-end collision avoidance behavior under varied foggy weather conditions: A study using advanced driving simulator and survival analysis
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