Delay-Compensated Distributed PDE Control of Traffic With Connected/Automated Vehicles

• 成果类型: Article
• 署名作者: Qi, Jie; Mo, Shurong; Krstic, Miroslav
• 署名单位: Donghua University; University of California System; University of California San Diego
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2022.3174032
• 发表日期: 2023
• 页码: 2229-2244
• 关键词: Delays; Manuals; Backstepping; Adaptation models; Road transportation; Vehicle dynamics; mathematical models; Adaptive cruise control (ACC); delayed distributed input; Index Terms; first-order hyperbolic PDE; PDE backstepping; predictor-feedback; traffic flow

摘要

We develop an input delay-compensating design for stabilization of an Aw-Rascle-Zhang (ARZ) traffic model in congested regime, which is governed by a 2 x 2 first-order hyperbolic nonlinear partial differential equation (PDE). The traffic flow consists of both adaptive cruise control-equipped (ACC-equipped) and manually driven vehicles. The control input is the time gap of ACC-equipped and connected vehicles, which is subject to delays resulting from communication lag. For the linearized system, a novel three-branch bakcstepping transformation with explicit kernel functions is introduced to compensate the input delay. The transformation is proved to be bounded, continuous, and invertible, with explicit inverse transformation derived. Based on the transformation, we obtain the explicit predictor-feedback controller. We prove exponential stability of the closed-loop system with the delay compensator in L-2 norm. The performance improvement of the closed-loop system under the proposed controller is illustrated in simulation.