A macroscopic propagation model for bidirectional pedestrian flows on signalized crosswalks

被引:0
|
作者
Zhang, Yi [1 ]
Su, Rong [1 ]
Zhang, Yicheng [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
bidirectional flow effects; macroscopic pedestrian flow model; urban traffic signal scheduling; mixed logical constraints; mixed integer linear programming; LOADING MODEL; DYNAMICS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses modeling of pedestrian movement on crosswalks and the corresponding optimal traffic light scheduling for one intersection. Based on the bidirectional flow effects, a macroscopic pedestrian traffic model is presented, which bears some similarity to Daganzos cell transmission model. Upon this model, a pedestrian traffic signal control problem is formulated as a mixed logic mixed integer linear programming (MILP) problem, which can be converted into a pure MILP problem by replacing those mixed logic constraints with equivalent mixed integer linear constraints. Finally, a case study of the proposed pedestrian model is presented, and numerical simulation results are provided to illustrate the effectiveness of our real-time pedestrian traffic light scheduling approach. The work can be easily applied to a traffic network with both vehicle and pedestrian flows.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Similar Normal Distribution of Pedestrian Speeds at Signalized Intersection Crosswalks
    Wang Yanqing
    Zeng Xiaoqing
    Li Yang
    2014 FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS (ISDEA), 2014, : 910 - 913
  • [22] Pedestrian perception-based level-of-service model at signalized intersection crosswalks
    Marisamynathan, S.
    Vedagiri, P.
    JOURNAL OF MODERN TRANSPORTATION, 2019, 27 (04): : 266 - 281
  • [23] Pedestrian perception-based level-of-service model at signalized intersection crosswalks
    SMarisamynathan
    PVedagiri
    Journal of Modern Transportation, 2019, 27 (04) : 266 - 281
  • [24] Factors affecting pedestrian behaviors at signalized crosswalks: An empirical study
    Bendak, Salaheddine
    Alnaqbi, Asayel M.
    Alzarooni, Muna Y.
    Aljanaahi, Sara M.
    Alsuwaidi, Shaikha J.
    JOURNAL OF SAFETY RESEARCH, 2021, 76 : 269 - 275
  • [25] Numerical approximation of a macroscopic model of pedestrian flows
    Chalons, Christophe
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2007, 29 (02): : 539 - 555
  • [26] Macroscopic model of multidirectional pedestrian network flows
    Moustaid, Elhabib
    Flotterod, Gunnar
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2021, 145 : 1 - 23
  • [27] On the Cauchy problem for macroscopic model of pedestrian flows
    Dogbe, Christian
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2010, 372 (01) : 77 - 85
  • [28] Studying critical pedestrian behavioral changes for the safety assessment at signalized crosswalks
    Alhajyaseen, Wael K. M.
    Iryo-Asano, Miho
    SAFETY SCIENCE, 2017, 91 : 351 - 360
  • [29] Development of Models for Children-Pedestrian Crossing Speed at Signalized Crosswalks
    Istoka Otkovic, Irena
    Deluka-Tibljas, Aleksandra
    Surdonja, Sanja
    Campisi, Tiziana
    SUSTAINABILITY, 2021, 13 (02) : 1 - 18
  • [30] THRESHOLD RESEARCH ON THE ELDERLY PEDESTRIAN RATIO IN PEDESTRIAN CROSSING SPEED SETTING ON SIGNALIZED CROSSWALKS IN CHINA
    Zhang, Huiling
    PROMET-TRAFFIC & TRANSPORTATION, 2020, 32 (01): : 55 - 63