考虑无速率时变通信延迟和不确定性的合作式自适应巡航控制排的稳定性分析和控制器设计

IF 7.6 1区 工程技术 Q1 TRANSPORTATION SCIENCE & TECHNOLOGY Transportation Research Part C-Emerging Technologies Pub Date : 2024-11-13 DOI:10.1016/j.trc.2024.104913
Tiancheng Ruan , Yu Chen , Xiaopeng Li , Jian Wang , Yi Liu , Hao Wang
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引用次数: 0

摘要

近年来,合作自适应巡航控制系统(CACC)作为解决交通拥堵和污染物排放等问题的一种有前途的解决方案,受到越来越多的研究关注。尽管 CACC 系统潜力巨大,但其内部的通信延迟削弱了常规反馈控制方法在保证稳定性这一基本控制目标方面的有效性。为了推导出考虑到通信延迟的稳定性条件,已经开展了大量研究。然而,由于通信延迟具有时变和无速率的特性,因此推导稳定性条件具有很高的挑战性。针对这一问题,本文利用 Lyapunov-Krasovskii 稳定性定理和舒尔补码,为考虑无速率通信延迟的 CACC 排提出了一种新的稳定性条件。此外,我们还推导出一种考虑到测量不确定性的鲁棒稳定性条件。在这些基础上,我们开发了一种集中式 H∞ 控制器来处理无速率干扰,从而确保串稳定性。此外,还进行了大量数值分析,研究无速率通信延迟和测量不确定性对跟踪性能、瞬态响应和安全条件的影响。结果表明,如果满足稳定性条件,CACC 可以有效地跟踪误差并达到平衡。与以恒定通信延迟为特征的理想方案相比,包含无速率通信延迟和测量不确定性的现实方案会降低跟踪性能、瞬态响应和安全条件。此外,H∞控制器的跟踪性能超过了普通控制器,并在无速率通信延迟的情况下保持了串稳定性。具体来说,在 H∞ 控制器下,峰值间距误差仅为普通控制器的 83.68%。采用 H∞ 控制器后,稳定时间(ST)显著缩短了 90.04%,并有效防止了过冲,从而确保了串的稳定性,这与普通控制器形成了鲜明对比,普通控制器仅将稳定时间缩短了 79.34%,最大过冲减少了 5.97%。此外,与普通控制器相比,H∞控制器显著降低了高风险情况发生的可能性。此外,能获取更遥远、更丰富信息的 CACC 在瞬态响应和安全条件方面也表现出色。
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Stability analysis and controller design of the Cooperative Adaptive Cruise Control platoon considering a rate-free time-varying communication delay and uncertainties
In recent years, Cooperative Adaptive Cruise Controls (CACCs) have been increasingly studied as a promising solution to problems such as traffic congestion and pollutant emissions. Despite their potential, the communication delays within CACC systems undermine the effectiveness of regular feedback control method in guaranteeing the fundamental control objective of stability. Considerable research has been conducted to derive stability conditions that account for communication delays. However, the time-varying and rate-free attributes of communication delay make deriving stability conditions highly challenging. To address this, this paper proposes a novel stability condition for the CACC platoon considering a rate-free communication delay using the Lyapunov–Krasovskii Stability Theorem and Schur complement. Additionally, we deduce a robust stability condition that takes into account measure uncertainties. Building on these foundations, a centralized H controller is developed to address rate-free disturbances, ensuring string stability. Furthermore, extensive numerical analyses are conducted to investigate the impact of a rate-free communication delay and measurement uncertainties on tracking performance, transient response, and safety conditions. The results demonstrate that CACCs can effectively track errors and achieve equilibrium if the stability condition is met. Realistic scenarios incorporating rate-free communication delays and measurement uncertainties are associated with diminished tracking performance, transient responses, and safety conditions when compared to ideal scenarios characterized by constant communication delays. Furthermore, the H controller surpasses the regular controller in tracking performance and maintains string stability amidst rate-free communication delays. Specifically, under the H controller, the peak spacing error is reduced to merely 83.68% of that observed with the regular controller. The deployment of the H controller facilitates a significant reduction in settling time (ST) by 90.04% and effectively prevents overshoot, thereby ensuring string stability, in stark contrast to the regular controller, which only achieves a 79.34% reduction in ST and a 5.97% reduction in maximum overshoot. Moreover, the H controller markedly reduces the likelihood of high-risk scenarios in comparison to the regular controller. Moreover, CACCs with access to more distant and abundant information demonstrate superior transient response and safety conditions.
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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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