开发可保证稳定性和鲁棒性的互联和自动驾驶车辆排队系统,防止通信中断导致性能下降

IF 7.6 1区 工程技术 Q1 TRANSPORTATION SCIENCE & TECHNOLOGY Transportation Research Part C-Emerging Technologies Pub Date : 2024-11-01 DOI:10.1016/j.trc.2024.104768
Yuan Zheng , Yu Zhang , Xu Qu , Shen Li , Bin Ran
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引用次数: 0

摘要

通过先进的传感和车对车(V2V)通信技术,合作式自适应巡航控制(CACC)等互联和自动排车系统在改善交通性能、缩短时间差方面显示出巨大潜力。然而,在现实交通条件下,V2V 通信并不总是可靠的。当 V2V 通信中断时,由于失去了前车的前馈信息,CACC 车辆的性能会下降,因此受影响的车辆不得不将其控制从 CACC 切换到自适应巡航控制(ACC)模式。在本研究中,我们提出了一种新型排车系统,该系统具有稳定性和鲁棒性,可抵御通信中断导致的性能下降,其中 ACC 和 CACC 模式的线性控制器是在一个统一的控制框架中共同制定的。与最先进的排线系统相比,这种拟议的排线系统需要相对较小的时间间隙来确保两种模式的局部稳定性和串联稳定性,从而实现抗降级的鲁棒性。为了扩大在实际场景中的应用,我们在延迟补偿策略和史密斯预测器的基础上进一步开发了 ACC 和 CACC 模式的延迟稳健控制器,以在有信息延迟的情况下保持拟议排线系统更好的稳定性和稳健性。此外,基于 Routh-Hurwitz 准则和拉普拉斯变换,分别推导出了正常和延迟稳健 ACC 和 CACC 模式下拟议排布系统的局部稳定性和频域串稳定性的充分条件。通过数值实验证明了稳定性分析的数学证明,以及与基线排队系统相比,拟议排队系统在稳定性和安全性方面的性能。
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Developing platooning systems of connected and automated vehicles with guaranteed stability and robustness against degradation due to communication disruption
Connected and automated vehicle platooning systems like cooperative adaptive cruise control (CACC) have shown great potential on improving traffic performance with a shortened time gap through advanced sensing and Vehicle-to-Vehicle (V2V) communication technologies. However, V2V communication is not always reliable in realistic traffic conditions. When V2V communication is disrupted, the degradation of the CACC vehicle will occur due to the loss of feedforward information from the preceding vehicle, and thus the affected vehicle has to switch its control from CACC to adaptive cruise control (ACC) mode. In this study, we propose a novel platooning system with guaranteed stability and robustness against degradation due to communication disruption, in which the linear controllers of ACC and CACC modes are jointly formulated in a unified control framework. With such a proposed platooning system, a relatively small time gap is required for ensuring local and string stability of the two modes to enable robustness against degradation, compared with that of the state-of-the-art platooning systems. To expand the application in practical scenarios, we further develop the delay-robust controllers of ACC and CACC modes based on the delay compensating policy and Smith predictor to maintain better stability and robustness of the proposed platooning system with information delays. Moreover, the sufficient conditions of local stability and string stability in the frequency domain are derived based on the Routh-Hurwitz criterion and Laplace transform, respectively, for the proposed platooning system in normal and delay-robust ACC and CACC modes. Numerical experiments are conducted to demonstrate the mathematical proofs of stability analysis and the performance of the proposed platooning system on stability and safety aspects compared with the baseline platooning system.
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来源期刊
CiteScore
15.80
自引率
12.00%
发文量
332
审稿时长
64 days
期刊介绍: Transportation Research: Part C (TR_C) is dedicated to showcasing high-quality, scholarly research that delves into the development, applications, and implications of transportation systems and emerging technologies. Our focus lies not solely on individual technologies, but rather on their broader implications for the planning, design, operation, control, maintenance, and rehabilitation of transportation systems, services, and components. In essence, the intellectual core of the journal revolves around the transportation aspect rather than the technology itself. We actively encourage the integration of quantitative methods from diverse fields such as operations research, control systems, complex networks, computer science, and artificial intelligence. Join us in exploring the intersection of transportation systems and emerging technologies to drive innovation and progress in the field.
期刊最新文献
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