Hybrid cooperative intersection management for connected automated vehicles and pedestrians

被引:4
|
作者
Cai P. [1 ]
He J. [2 ]
Li Y. [1 ]
机构
[1] Shanghai Artificial Intelligence Laboratory, Shanghai
[2] Beijing University of Technology, Beijing Key Laboratory of Traffic Engineering, Beijing
来源
关键词
connected automated vehicle; cooperative management; crosswalk; intersection; pedestrian;
D O I
10.26599/JICV.2023.9210008
中图分类号
学科分类号
摘要
Connected Automated Vehicles (CAVs) have drawn much attention in recent years. High reliable automatic technologies can help CAVs to follow given trajectories well. However, safety and efficiency are hard to be ensured since the interactions between CAVs and pedestrians are complex problems. Thus, this study focuses on cooperative intersection management for CAVs and pedestrians. To avoid the effects of uncertainty about pedestrian behaviors, an indirect way is to use pedestrians' signal lights to guide the movements of pedestrians, and such lights with communication devices can share information with CAVs to make decisions together. In time domains, a general conflict-free rule is established depending on the positions of CAVs and crosswalks. Geometric analysis with coordinate calculation is used to accurately determine the feasible vehicle trajectories and the reasonable periods for signal lights turning green. Four control strategies for the same conditions are compared in simulation experiments, and their performances are analyzed. We demonstrate that the proposed cooperative strategy not only balances the benefits of vehicles and pedestrians but also improves the traffic efficiency at the intersection. © 2018 Tsinghua University Press.
引用
收藏
页码:91 / 101
页数:10
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