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联网车辆编队的控制架构:从传感器数据到使用车与万物通信的控制器设计

Control Architecture for Connected Vehicle Platoons: From Sensor Data to Controller Design Using Vehicle-to-Everything Communication.

作者信息

Lazar Razvan-Gabriel, Pauca Ovidiu, Maxim Anca, Caruntu Constantin-Florin

机构信息

Department of Automatic Control and Applied Informatics, "Gheorghe Asachi" Technical University of Iasi, 700050 Iasi, Romania.

出版信息

Sensors (Basel). 2023 Aug 31;23(17):7576. doi: 10.3390/s23177576.

Abstract

A suitable control architecture for connected vehicle platoons may be seen as a promising solution for today's traffic problems, by improving road safety and traffic flow, reducing emissions and fuel consumption, and increasing driver comfort. This paper provides a comprehensive overview concerning the defining levels of a general control architecture for connected vehicle platoons, intending to illustrate the options available in terms of sensor technologies, in-vehicle networks, vehicular communication, and control solutions. Moreover, starting from the proposed control architecture, a solution that implements a Cooperative Adaptive Cruise Control (CACC) functionality for a vehicle platoon is designed. Also, two control algorithms based on the distributed model-based predictive control (DMPC) strategy and the feedback gain matrix method for the control level of the CACC functionality are proposed. The designed architecture was tested in a simulation scenario, and the obtained results show the control performances achieved using the proposed solutions suitable for the longitudinal dynamics of vehicle platoons.

摘要

通过提高道路安全性和交通流量、减少排放和燃料消耗以及提高驾驶员舒适度,适用于联网车辆编队的控制架构可能被视为解决当今交通问题的一个有前景的方案。本文全面概述了联网车辆编队通用控制架构的定义层次,旨在说明在传感器技术、车载网络、车辆通信和控制解决方案方面可用的选项。此外,从提出的控制架构出发,设计了一种为车辆编队实现协同自适应巡航控制(CACC)功能的解决方案。同时,针对CACC功能的控制层,提出了基于分布式模型预测控制(DMPC)策略和反馈增益矩阵方法的两种控制算法。所设计的架构在模拟场景中进行了测试,获得的结果表明了使用所提出的适用于车辆编队纵向动力学的解决方案所实现的控制性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ad8/10490767/0fa7db4ee0a5/sensors-23-07576-g001.jpg

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