Centralized Cooperative Intersection Control Under Automated Vehicle Environment

被引:0
|
作者
Ding, Jishiyu [1 ,2 ]
Xu, Huile [1 ,2 ]
Hu, Jianming [1 ,2 ]
Zhang, Yi [3 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
[3] TBSI, Shenzhen 518000, Peoples R China
基金
中国国家自然科学基金;
关键词
cooperative intersection control; automated vehicle; collision avoidance; efficient and sustainable transportation network; FUEL CONSUMPTION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the rapid development in vehicular communication technologies, cooperative driving of intelligent vehicles can provide promising efficiency, safety and sustainability to the intelligent transportation systems. In this paper, a centralized cooperative intersection control (CCIC) approach is proposed for the non-signalized intersections under automated vehicle environment. The cooperative intersection control problem is converted to a nonlinear constrained programming problem considering vehicle delay, fuel consumption, emission and driver comfort level. Furthermore, a simulation-based case study is carried out on a four-legged, two-lane non-signalized intersection under different traffic volume scenarios to compare CCIC with the actuated intersection control (AIC) system. The results indicate that the CCIC approach shows significant potential improvements on the traffic efficiency (i.e., nearly 14% of traffic flow increase, nearly 90% of travelling time saving), emission (nearly 60% of CO2 reduction) and driver comfort level (nearly 2% of comfort level increase).
引用
收藏
页码:972 / 977
页数:6
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