A Mixed Integer Programming Approach for Autonomous and Connected Intersection Crossing Traffic Control

被引:0
|
作者
Lu, Qiang [1 ]
Kim, Kyoung-Dae [2 ]
机构
[1] Univ Denver, Dept Elect & Comp Engn, Denver, CO 80208 USA
[2] DGIST, Dept Informat & Commun Engn, Daegu, South Korea
关键词
Autonomous Vehicle; Intelligent Intersection Management; Mixed Integer Programming (MIP);
D O I
暂无
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This paper presents an optimization-based approach for safe and efficient intersection crossing traffic management under autonomous and connected ground traffic environment. The proposed algorithm, named MICA (Mixed integer programming based Intersection Coordination Algorithm), generates the fastest intersection crossing discrete-time trajectory for each vehicle approaching an intersection. Constraints are carefully designed and incorporated into the optimization process to avoid collisions while crossing an intersection. The performance of the proposed MICA is evaluated through extensive simulations using a microscopic traffic simulator, SUMO. The simulation results show that MICA performs substantially better in terms of the traffic throughput compared to both an optimized traffic light mechanism and DICA which is an intersection control algorithm proposed in our earlier work.
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页数:6
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