Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections
文献类型：期刊论文
| 作者 | Li, Juan1,4; Jiang, Boyu1,4; Dong, Chunjiao1,4; Wang, Jue3 ; Zhang, Xuan2
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| 刊名 | JOURNAL OF ADVANCED TRANSPORTATION
 |
| 出版日期 | 2020-08-05 |
| 卷号 | 2020页码:12 |
| ISSN号 | 0197-6729 |
| DOI | 10.1155/2020/2023093 |
| 英文摘要 | 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. |
| 资助项目 | Fundamental Research Funds for the Central Universities[2019JBM036] |
| WOS研究方向 | Engineering ; Transportation |
| 语种 | 英语 |
| WOS记录号 | WOS:000563478100001 |
| 出版者 | WILEY-HINDAWI |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/52024]  |
| 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.Sams Club Technol, Austin, TX USA 3.Chinese Acad Sci, Acad Math & Syst Sci, Ctr Forecasting Sci, Beijing, Peoples R China 4.Beijing Jiaotong Univ, Key Lab Transport Ind Big Data Applicat Technol C, Beijing, Peoples R China |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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