Automating lane changes and collision avoidance on highways via distributed agreement

被引:2
作者
Molinari, Fabio [1 ]
Grapentin, Aaron [1 ]
Charalampidis, Alexandros [2 ,3 ]
Raisch, Joerg [1 ]
机构
[1] Tech Univ Berlin, Control Syst Grp, Dept Elect Engn & Comp Sci, Einsteinufer 17, D-10587 Berlin, Germany
[2] Cent Supelec, Inst Electron & Telecomunicat Rennes, Ave Boulaie, F-35576 Cesson Sevigne, France
[3] Cent Supelec, Automat Control Grp IETR, Ave Boulaie, F-35576 Cesson Sevigne, France
关键词
autonomous vehicles; distributed control and estimation; multi-agent systems; multi-vehicle systems; coordination of multiple vehicle systems;
D O I
10.1515/auto-2019-0078
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work presents a distributed hierarchical control strategy for fleets of autonomous vehicles cruising on a highway with diverse desired speeds. The goal is to design a control scheme that can be employed in scenarios where only vehicle-to-vehicle communication is available and where vehicles need to negotiate and agree on their positions on the road. To this end, after reaching an agreement on the lane speed with other traffic participants, each vehicle decides whether to keep cruising along the current lane or to move into another one. In the latter case, it negotiates the entry point with others by taking part in a distributed auction. An onboard controller computes an optimal trajectory transferring the vehicle with agreed velocity to the desired lane while avoiding collisions.
引用
收藏
页码:1047 / 1057
页数:11
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