Time-Optimal Coordination for Connected and Automated Vehicles at Adjacent Intersections

被引:19
|
作者
Chalaki, Behdad [1 ]
Malikopoulos, Andreas A. [1 ]
机构
[1] Univ Delaware, Dept Mech Engn, Newark, DE 19716 USA
关键词
Merging; Safety; Optimal control; Scheduling; Optimization; Urban areas; Throughput; Connected and automated vehicles; signal-free intersections; decentralized optimal control; emerging mobility systems; path planning; scheduling; AUTONOMOUS VEHICLES; OPTIMIZATION; FRAMEWORK; FUTURE; SYSTEM;
D O I
10.1109/TITS.2021.3123479
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper, we provide a hierarchical coordination framework for connected and automated vehicles (CAVs) at two adjacent intersections. This framework consists of an upper-level scheduling problem and a low-level optimal control problem. By partitioning the area around two adjacent intersections into different zones, we formulate a scheduling problem for each individual CAV aimed at minimizing its total travel time. For each CAV, the solution of the upper-level problem designates the arrival times at each zones on its path which becomes the inputs of the low-level problem. The solution of the low-level problem yields the optimal control input (acceleration/deceleration) of each CAV to exit the intersections at the time specified in the upper-level scheduling problem. We validate the performance of our proposed hierarchical framework through extensive numerical simulations and comparison with signalized intersections, centralized scheduling, and FIFO queuing policy.
引用
收藏
页码:13330 / 13345
页数:16
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