State observation for heterogeneous quasilinear traffic flow system with disturbances

IF 1.8 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
Lina Guan, Christophe Prieur, Liguo Zhang, Rafael Vazquez
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引用次数: 0

Abstract

This paper studies state observation for a heterogeneous quasilinear traffic flow system with disturbances at the inlet of a considered road section. Based on the backstepping method, an observer is designed for the quasilinear traffic flow system with only the boundary measurements at the inlet of the considered road section. The observer is constructed by duplicating the quasilinear system and adding the output injection terms to the partial differential equations and boundary conditions. Making use of the backstepping transformation, the injection gains of the observer system are derived by the computation of kernel equations, which are obtained by mapping the error system into an integral input-to-state stable target system. The applicability of the observer for the design of an output feedback controller stabilizing the quasilinear system is discussed. Finally the assumptions of the design of the observer are numerically checked on a realistic congested traffic scenario.

Abstract Image

带干扰的异构准线性交通流系统的状态观测
本文研究了在所考虑路段的入口处存在干扰的异质准线性交通流系统的状态观测。基于后步法,本文设计了一个观测器,用于仅在所考虑路段的入口处进行边界测量的准线性交通流系统。该观测器是通过复制准线性系统并在偏微分方程和边界条件中添加输出注入项而构建的。利用反步进变换,通过计算核方程得出观测器系统的注入增益,核方程是通过将误差系统映射到积分输入到状态稳定的目标系统而获得的。讨论了观测器在设计稳定准线性系统的输出反馈控制器中的适用性。最后,在现实的拥堵交通场景中对观测器的设计假设进行了数值检验。
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来源期刊
Mathematics of Control Signals and Systems
Mathematics of Control Signals and Systems 工程技术-工程:电子与电气
CiteScore
2.90
自引率
0.00%
发文量
18
审稿时长
>12 weeks
期刊介绍: Mathematics of Control, Signals, and Systems (MCSS) is an international journal devoted to mathematical control and system theory, including system theoretic aspects of signal processing. Its unique feature is its focus on mathematical system theory; it concentrates on the mathematical theory of systems with inputs and/or outputs and dynamics that are typically described by deterministic or stochastic ordinary or partial differential equations, differential algebraic equations or difference equations. Potential topics include, but are not limited to controllability, observability, and realization theory, stability theory of nonlinear systems, system identification, mathematical aspects of switched, hybrid, networked, and stochastic systems, and system theoretic aspects of optimal control and other controller design techniques. Application oriented papers are welcome if they contain a significant theoretical contribution.
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