Cooperative Method of Traffic Signal Optimization and Speed Control of Connected Vehicles at Isolated Intersections

被引:179
|
作者
Xu, Biao [1 ,2 ]
Ban, Xuegang Jeff [3 ]
Bian, Yougang [1 ,2 ]
Li, Wan [3 ]
Wang, Jianqiang [1 ,2 ]
Li, Shengbo Eben [1 ,2 ]
Li, Keqiang [1 ,2 ]
机构
[1] Tsinghua Univ, Dept Automot Engn, Beijing 100084, Peoples R China
[2] Collaborat Innovat Ctr Elect Vehicles Beijing, Beijing 100084, Peoples R China
[3] Univ Washington, Dept Civil & Environm Engn, Seattle, WA 98105 USA
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Traffic signal optimization; vehicle speed control; connected automated vehicle; V2I cooperation; intelligent transportation systems; travel time; fuel consumption; REAL-TIME; ALGORITHM;
D O I
10.1109/TITS.2018.2849029
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Signalized intersections play an important role in transportation efficiency and vehicle fuel economy in urban areas. This paper proposes a cooperative method of traffic signal control and vehicle speed optimization for connected automated vehicles, which optimizes the traffic signal timing and vehicles' speed trajectories at the same time. The method consists of two levels, i.e., roadside traffic signal optimization and onboard vehicle speed control. The former calculates the optimal traffic signal timing and vehicles' arrival time to minimize the total travel time of all vehicles; the latter optimizes the engine power and brake force to minimize the fuel consumption of individual vehicles. The enumeration method and the pseudospectral method are applied in roadside and onboard optimization, respectively. Simulation studies are conducted to compare the proposed method with benchmark methods. The results show significant improvement of transportation efficiency and fuel economy - by the cooperation method.
引用
收藏
页码:1390 / 1403
页数:14
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