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On string stability of a mixed and heterogeneous traffic flow: A unifying modelling framework

机译:关于混合和异构交通流量的字符串稳定性:统一建模框架

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Urged by a close future perspective of a traffic flow made of a mix of human-driven vehicles and connected, automated vehicles (CAVs), research has recently focused at making the most of CAVs capabilities to mitigate the instability of the whole, i.e. mixed , traffic flow. In all works, however, either the two sub-flows are studied under a simplifying but unrealistic assumption of flow homogeneity , or drivers' and vehicles heterogeneity is not correctly taken into account within each sub-flow. We show here that the only condition developed so far to study a car-following model string stability for a heterogeneous flow, is inaccurate. Therefore, we propose a methodology to model string stability that considers drivers' and vehicles heterogeneity , which is the essence of a real traffic. Uncertain transfer functions are introduced to map the probability distributions of car-following model parameters into a L-2 stability measure of a mixed and heterogeneous traffic. Specifically, they allow us to move from the stability analysis of a car-following model , or of a controller , to the stability analysis of a traffic flow , as interpreted by that model, or controller. Eventually, several other theoretical contributions on stability analysis are given in the paper, aiming at reconciling approaches from different fields. Among these, a mathematical justification of the equivalence between the asymptotic stability of a closed-loop platoon system - which has been studied through the famous "traffic wave ansatz" on a ring-road - and the L-2 stability of an open-loop platoon system. (c) 2020 Elsevier Ltd. All rights reserved.
机译:通过紧密的未来观点,通过混合人类的车辆和连接的自动化车辆(骑士船只),研究最近专注于使大部分脉腰能力减轻整体的不稳定性,即混合,交通流。然而,在所有作品中,在每个子流内都没有正确地研究了两个子流,但在简化但不现实的流动均匀性的假设,或者驾驶员和车辆异质性。我们在这里展示了迄今为止开发的唯一条件要研究一种用于异构流的车型模型串稳定性,是不准确的。因此,我们提出了一种模拟弦乐稳定性的方法,这些稳定性考虑了司机和车辆的异质性,这是真实流量的本质。引入不确定的传递函数,以将车载模型参数的概率分布映射到混合和异构流量的L-2稳定度量。具体而言,它们允许我们从车跟随模型的稳定性分析或控制器的稳定性分析移动到交通流量的稳定性分析,由该模型或控制器解释。最终,本文给出了对稳定性分析的几种其他理论贡献,旨在协调来自不同领域的方法。其中,闭环压排系统的渐近稳定性之间的数学理由 - 已经通过着名的“交通波Ansatz”在环路上研究 - 以及开环的L-2稳定性排系统。 (c)2020 elestvier有限公司保留所有权利。

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