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
来源
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) | 2017年
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
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