Bilevel Programming for Traffic Signal Coordinated Control considering Pedestrian Crossing

被引:10
|
作者
Li, Dawei [1 ,2 ]
Song, Yuchen [3 ]
Chen, Qiong [4 ]
机构
[1] Southeast Univ, Jiangsu Key Lab Urban ITS, Sipailou 2, Nanjing 210096, Peoples R China
[2] Southeast Univ, Sch Transportat, Jiangsu Prov Collaborat Innovat Ctr Modern Urban, Sipailou 2, Nanjing 210096, Peoples R China
[3] Southeast Univ, Sch Transportat, Jiangsu Key Lab Urban ITS, Sipailou 2, Nanjing 210096, Peoples R China
[4] Southeast Univ, Sch Architecture, Sipailou 2, Nanjing 210096, Peoples R China
关键词
TIME; TRANSIT; CHINA; SIMULATION; TRAVEL;
D O I
10.1155/2020/3987591
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With the rapid development of the subway, more and more people choose it as the main method of transportation. However, practically, the large number of pedestrians near some large metro stations can also correspondingly affect the traffic of motor vehicles on the roads adjacent to the stations. In this study, coordinated control of the traffic signal which considers the pedestrian crossing delay is studied based on this background. Firstly, the model of progression band in adjacent intersections is analyzed comprehensively, and the calculation formulas of progression bandwidth and the delay of vehicles which are from the progression of traffic flow under different conditions are given. Secondly, five different models of pedestrian delay are analyzed. Under different conditions of motor vehicle and pedestrian traffic flow, the Vissim fitting and proofreading are carried out and the optimal models under different conditions are obtained. Finally, the bilevel programming problem which fuses the above two models is determined; by coding an algorithm, it can be resolved. Furthermore, taking eight signalized intersections from Jiming Temple to Daxinggong along Nanjing Metro Line 3 as the actual background, the calculation and optimization of coordinated control are carried out. It is found that at the expense of the traffic efficiency of large intersections to a certain extent, a wider progression band can be formulated on the roads between them, and pedestrian delays can be reduced in general.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Research on Platoon Dispersion Delay of Traffic Flow considering Coordinated Control
    Liu, Yan
    Zhang, Kuo
    Wang, Li-jie
    JOURNAL OF ADVANCED TRANSPORTATION, 2021, 2021
  • [42] The Impact of Pedestrian Activities in Adaptive Traffic Signal Control System Operations
    Hu, Yuan
    Magalotti, Mark J.
    ITE JOURNAL-INSTITUTE OF TRANSPORTATION ENGINEERS, 2016, 86 (09): : 30 - 34
  • [43] Deep Reinforcement Learning for Intersection Signal Control Considering Pedestrian Behavior
    Han, Guangjie
    Zheng, Qi
    Liao, Lyuchao
    Tang, Penghao
    Li, Zhengrong
    Zhu, Yintian
    ELECTRONICS, 2022, 11 (21)
  • [44] SIMULATION ANALYSIS OF PEDESTRIAN ACTUATED TRAFFIC SIGNAL CONTROL-SYSTEM
    LIN, FB
    TRANSPORTATION RESEARCH, 1978, 12 (01): : 21 - 28
  • [45] Bilevel programming in traffic planning: Models, methods and challenge
    Migdalas, A
    JOURNAL OF GLOBAL OPTIMIZATION, 1995, 7 (04) : 381 - 405
  • [46] Two-layer coordinated reinforcement learning for traffic signal control in traffic network
    Ren, Fuyue
    Dong, Wei
    Zhao, Xiaodong
    Zhang, Fan
    Kong, Yaguang
    Yang, Qiang
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 235
  • [47] Pedestrian timing treatment for coordinated signal systems
    Tian, ZZ
    Urbanik, T
    Kacir, KK
    Vandehey, MA
    Long, H
    TRAFFIC AND TRANSPORTATION STUDIES, 2000, : 533 - 540
  • [48] A Multimodal Trajectory Prediction Method for Pedestrian Crossing Considering Pedestrian Motion State
    Zhou, Zhuping
    Liu, Bowen
    Yuan, Changji
    Zhang, Ping
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2024, 16 (03) : 82 - 95
  • [49] Ergonomic investigation on pedestrian crossing with traffic light signalization
    Amado, Giuseppe
    de Moraes, Anamaria
    WORK-A JOURNAL OF PREVENTION ASSESSMENT & REHABILITATION, 2012, 41 : 4893 - 4899
  • [50] Road, Traffic, and Human Factors of Pedestrian Crossing Behavior
    Papadimitriou, Eleonora
    Lassarre, Sylvain
    Yannis, George
    Tselentis, Dimitrios I.
    TRANSPORTATION RESEARCH RECORD, 2016, (2586) : 28 - 38