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Dynamic estimation of queue length at signalized intersections using GPS trajectory data

  • Mengdi Guo
  • , Dingyuan Wang
  • , Daocheng Fu
  • , Haoyang Yan
  • , Zhao Zhang*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The estimation of queue length at a signalized intersection, while enormously valuable in traffic operation and management, presents a number of challenges to transportation. One area where traffic optimization and analysis is lacking is the ability to dynamically estimate queue length at intersections where only limited GPS trajectory data were recorded and saved. To solve this challenge, an integer-programming model was proposed to estimate queue length and guarantee the consistent reconstruction of shockwave propagation. The model was further evaluated by comparing the estimated queue length with observed queue length in every signal period based on simulation data. The evaluation results not only demonstrate that the proposed model can estimate queue length, but also indicates the required penetration rate of floating vehicles.

源语言英语
主期刊名CICTP 2019
主期刊副标题Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals
编辑Lei Zhang, Jianming Ma, Pan Liu, Guangjun Zhang
出版商American Society of Civil Engineers (ASCE)
2660-2671
页数12
ISBN(电子版)9780784482292
DOI
出版状态已出版 - 2019
活动19th COTA International Conference of Transportation Professionals: Transportation in China - Connecting the World, CICTP 2019 - Nanjing, 中国
期限: 6 7月 20198 7月 2019

出版系列

姓名CICTP 2019: Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals

会议

会议19th COTA International Conference of Transportation Professionals: Transportation in China - Connecting the World, CICTP 2019
国家/地区中国
Nanjing
时期6/07/198/07/19

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