On [formula omitted]-performance of weakly-hard real-time control systems

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS European Journal of Control Pub Date : 2024-06-19 DOI:10.1016/j.ejcon.2024.101056
Marc Seidel, Simon Lang, Frank Allgöwer
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Abstract

This paper considers control systems with failures in the feedback channel, that occasionally lead to loss of the control input signal. A useful approach for modeling such failures is to consider window-based constraints on possible loss sequences, for example that at least control attempts in every window of are successful. A powerful framework to model such constraints are weakly-hard real-time constraints. Various approaches for stability analysis and the synthesis of stabilizing controllers for such systems have been presented in the past. However, existing results are mostly limited to asymptotic stability and rarely consider performance measures such as the resulting -gain. To address this problem, we adapt a switched system description where the switching sequence is constrained by a graph that captures the loss information. We present an approach for -performance analysis involving linear matrix inequalities (LMI). Further, leveraging a system lifting method, we propose an LMI-based approach for synthesizing state-feedback controllers with guaranteed -performance. The results are illustrated by a numerical example.
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论弱硬实时控制系统的[公式省略]性能
本文考虑的是反馈通道出现故障的控制系统,这种故障偶尔会导致控制输入信号丢失。对这种故障建模的一种有用方法是考虑对可能的损失序列进行基于窗口的约束,例如,每个窗口中至少有一次控制尝试是成功的。弱硬实时约束是模拟此类约束的一个强大框架。过去曾提出过多种方法来分析此类系统的稳定性并合成稳定控制器。然而,现有结果大多局限于渐近稳定性,很少考虑性能指标,如产生的 - 增益。为了解决这个问题,我们采用了一种开关系统描述,在这种描述中,开关序列受一个能捕捉损失信息的图的约束。我们提出了一种涉及线性矩阵不等式(LMI)的性能分析方法。此外,利用系统提升方法,我们提出了一种基于 LMI 的方法,用于合成性能有保证的状态反馈控制器。通过一个数值示例对结果进行了说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
European Journal of Control
European Journal of Control 工程技术-自动化与控制系统
CiteScore
5.80
自引率
5.90%
发文量
131
审稿时长
1 months
期刊介绍: The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field. The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering. The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications. Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results. The design and implementation of a successful control system requires the use of a range of techniques: Modelling Robustness Analysis Identification Optimization Control Law Design Numerical analysis Fault Detection, and so on.
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