车辆队列串稳定性的无源方法及分布式自适应控制

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Baorui Wang;Guoxiang Gu
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引用次数: 0

摘要

我们研究自动驾驶电动汽车的队列控制。此类车辆系统的动力学模型具有固有的非线性,并且由于磨损、老化以及道路条件和周围环境的变化而涉及未知和不确定的参数。采用一种类似于MIT规则的分布式直接自适应控制律来控制车辆的纵向运动,全局渐近稳定由速度限制指定的工作点。更重要的是,采用无源方法分析了自适应闭环车辆控制系统与排相关的扰动串稳定性。结果表明,分布式直接自适应控制律在模型非线性和参数不确定性存在的情况下,对无已知界的最坏情况能量有界扰动,能达到弦的稳定性。进一步分析表明,在分布式直接自适应控制律下的车辆排能够在保持所需的安全车际距离的同时同步所有速度。仿真结果与现有的排控方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Passivity Approach to String Stability and Distributed Adaptive Control of Vehicle Platoons
We study platoon control of autonomous electric vehicles. The dynamic model of such vehicle systems is inherently nonlinear, and involves unknown and uncertain parameters due to wear-tear, ageing, and changes of road conditions and surrounding environments. A distributed direct adaptive control law, resemble to the MIT rule, is employed to control the vehicles' longitudinal motion, globally asymptotically stabilizing the operating point, specified by the speed limit. More importantly, a passivity approach is adopted to analyze the disturbance string stability associated with the platoon of adaptive closed-loop vehicle control systems. It is shown that the distributed direct adaptive control law achieves the string stability in the presence of model nonlinearities and parameter uncertainties against the worst-case energy bounded disturbances without known bounds. Further analysis shows that the vehicle platoon under the distributed direct adaptive control law is capable of synchronizing all velocities while maintaining the required safe inter-vehicle distances. The results are illustrated by simulation studies compared with other existing methods for platoon control.
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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