Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections

doi:10.1155/2020/2023093

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	Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections
	Li, Juan 1,2; Jiang, Boyu 1,2; Dong, Chunjiao 1,2; Wang, Jue3 ; Zhang, Xuan 4
	2020-08-05
发表期刊	JOURNAL OF ADVANCED TRANSPORTATION
ISSN	0197-6729
卷号	2020 页码:12
摘要	Drivers' decisions to either slow and stop or go at the onset of yellow signal impact on intersection safety. This novel study contributes to the new classification scheme for drivers. Two driving style indexes (i.e., the driving reliability index and dangerous driving index) are adopted, along with other known factors to analyze stop/go decision-making. Initially, the driving reliability index is extracted using a Hidden Markov Model (HMM). The dangerous driving index is calculated based on statistics extracted from dangerous driving records. A latent class logit model is then proposed to explore the factors which influence drivers' decisions. Drivers are classified for analytical purposes into "low-risk" and "high-risk" categories according to driving styles and age. Results indicate that those considering "low-risk" tend to stop, while drivers considering "high-risk" are inclined to pass intersections. Furthermore, distractions from cell phones have different influences on each group of drivers. These findings help to determine driver preferences and may be used to formulate strategies to reduce unsafe driving occurring at signalized intersections.
DOI	10.1155/2020/2023093
收录类别	SCI
语种	英语
资助项目	Fundamental Research Funds for the Central Universities[2019JBM036]
WOS研究方向	Engineering ; Transportation
WOS类目	Engineering, Civil ; Transportation Science & Technology
WOS记录号	WOS:000563478100001
出版者	WILEY-HINDAWI
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/52025
专题	系统科学研究所
通讯作者	Li, Juan
作者单位	1.Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing, Peoples R China 2.Beijing Jiaotong Univ, Key Lab Transport Ind Big Data Applicat Technol C, Beijing, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Ctr Forecasting Sci, Beijing, Peoples R China 4.Sams Club Technol, Austin, TX USA
推荐引用方式 GB/T 7714	Li, Juan,Jiang, Boyu,Dong, Chunjiao,et al. Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections[J]. JOURNAL OF ADVANCED TRANSPORTATION,2020,2020:12.
APA	Li, Juan,Jiang, Boyu,Dong, Chunjiao,Wang, Jue,&Zhang, Xuan.(2020).Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections.JOURNAL OF ADVANCED TRANSPORTATION,2020,12.
MLA	Li, Juan,et al."Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections".JOURNAL OF ADVANCED TRANSPORTATION 2020(2020):12.