Distributed Trajectory Optimization and Platooning of Vehicles to Guarantee Smooth Traffic Flow

被引:54
作者
Guo, Ge [1 ,2 ]
Yang, Dongqi [3 ]
Zhang, Renyongkang [3 ]
机构
[1] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[2] Northeastern Univ Qinhuangdao, Sch Control Engn, Qinhuangdao 066004, Peoples R China
[3] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2023年 / 8卷 / 01期
基金
中国国家自然科学基金;
关键词
Topology; Stability criteria; Costs; Trajectory optimization; Numerical stability; Roads; Planning; Distributed trajectory optimization; vehicular platoon; Index Terms; quadratic spacing policy; PID sliding mode control; string stability; traffic flow stability; ADAPTIVE CRUISE CONTROL; TRACKING;
D O I
10.1109/TIV.2022.3179293
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates a distributed trajectory optimization and control problem for a collection of vehicles with a quadratic spacing policy. A quadratic spacing policy is introduced based on the expected platoon speed to improve flexibility of speed planning and regulation. The trajectory optimization problem is solved using distributed convex optimization based on spacing errors minimization, resulting in an algorithm to provide the optimal trajectory for all following vehicles. Then, a PID-type sliding mode controller with a double high-power reaching law is presented for speed tracking control of each follower. The methodology can guarantee the internal stability, string stability and traffic flow stability with ignorable turbulence of spacing and speed, as demonstrated by numerical simulations.
引用
收藏
页码:684 / 695
页数:12
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