Adaptive multi-agents synchronization for collaborative driving of autonomous vehicles with multiple communication delays

被引:118
作者
Petrillo, Alberto [1 ]
Salvi, Alessandro [1 ]
Santini, Stefania [1 ,2 ]
Valente, Antonio Saverio [1 ]
机构
[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol DIETI, Naples, Italy
[2] CNR Italian Natl Res Council, Inst Res Engines IM, Rome, Italy
关键词
Synchronization of multi-agent systems; Networked system; Collaborative driving strategy for transportation; Autonomous vehicles; CONNECTED VEHICLES; LINEAR-SYSTEMS; CRUISE CONTROL; STABILITY; PLATOON; DESIGN; VALIDATION; CONSTANT; NETWORKS; DYNAMICS;
D O I
10.1016/j.trc.2017.11.009
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The development of automated and coordinated driving systems (platooning) is an hot topic today for vehicles and it represents a challenging scenario that heavily relies on distributed control in the presence of wireless communication network. To actuate platooning in a safe way it is necessary to design controllers able to effectively operate on informations exchanged via Inter-Vehicular Communication (IVC) systems despite the presence of unavoidable communication impairments, such as multiple time-varying delays that affect communication links. To this aim in this paper we propose a novel distributed adaptive collaborative control strategy that exploits information coming from connected vehicles to achieve leader synchronization and we analytically demonstrate its stability with a Lyapunov-Krasovskii approach. The effectiveness of the proposed strategy is shown via numerical simulations in PLEXE, a state of the art IVC and mobility simulator that includes basic building blocks for platooning.
引用
收藏
页码:372 / 392
页数:21
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