异步通信
模型预测控制
避碰
计算机科学
协同自适应巡航控制
理论(学习稳定性)
排
车辆动力学
分布式计算
控制工程
李雅普诺夫函数
控制理论(社会学)
弦(物理)
碰撞
工程类
Lyapunov稳定性
分布式发电
控制(管理)
弹道
控制器(灌溉)
分散系统
能量(信号处理)
数学模型
卡车
微电网
分布单元模型
道路交通管制
最优控制
通信协议
碰撞检测
自适应控制
作者
Hao Sun,Davide Tavernini,Patrick Gruber,Bingbing Li,Weichao Zhuang,Umberto Montanaro
出处
期刊:IEEE Transactions on Vehicular Technology
[Institute of Electrical and Electronics Engineers]
日期:2025-01-01
卷期号:: 1-11
标识
DOI:10.1109/tvt.2025.3628155
摘要
Urbanisation and the steady increase in vehicle on the roads are pushing transportation to its limits, leading to congestion, excessive energy consumption, and safety concerns. Connected and autonomous vehicle (CAV) technology is expected to play a major role in the ongoing evolution of transportation to mitigate transportation issues. In this paper, a distributed model predictive control (DMPC) algorithm is designed for a heterogeneous CAV platooning problem, addressing the challenges posed by coupled collision avoidance constraints. Under an asynchronous bidirectional predecessor-follower (ABD) communication topology, coupled constraints are systematically decoupled, while ensuring the recursive feasibility of the underlying optimisation problem in the DMPC formulation, Lyapunov stability and string stability. Finally, numerical simulations are conducted to validate the effectiveness of the proposed method.
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