Distributed Adaptive Platooning Control of Connected Vehicles With Markov Switching Topologies

被引:4
|
作者
Ding, Sanbo [1 ,2 ]
Ai, Hongfei [1 ,2 ]
Xie, Xiangpeng [3 ]
Jing, Yanhui [4 ]
机构
[1] Hebei Univ Technol, Sch Artificial Intelligence, Tianjin 300401, Peoples R China
[2] Hebei Univ Technol, Control Engn Technol Res Ctr Hebei Prov, Tianjin 300401, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210023, Peoples R China
[4] Xinyang Normal Univ, Sch Math & Stat, Xinyang 464000, Henan, Peoples R China
基金
中国国家自然科学基金;
关键词
Topology; Switches; Vehicle dynamics; Control systems; Transceivers; Laplace equations; Adaptation models; Vehicle platooning; connected vehicles; adaptive control; Markov switching communication topologies; VEHICULAR PLATOONS; TRACKING CONTROL; LEADER TRACKING; CONSENSUS; SYSTEMS;
D O I
10.1109/TITS.2024.3412171
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper addresses the challenge of distributed adaptive platooning control of connected vehicles with randomly switching topologies. A linearized longitudinal vehicle platoon dynamic model is investigated, which simultaneously considers the bounded external disturbances and leader control input. By representing the switching topologies model in terms of a continuous-time Markov process, a distributed adaptive control scheme is developed such that follower vehicles can synchronize their velocities and accelerations with the leader while preserving the intended distance. The outstanding feature of the proposed distributed adaptive control scheme is that it avoids acquiring global information associated with communication topology. Besides, the design procedure is scalable since the control gain can be derived by only solving a linear matrix inequality offline related to the vehicle dynamics parameters, which means that the method remains applicable when the platoon size changes. Finally, the efficacy of theoretical findings is substantiated through the utilization of simulations.
引用
收藏
页码:18421 / 18432
页数:12
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