复杂输入约束非线性系统的安全临界控制

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yaosheng Deng;Masaki Ogura;Yang Bai;Yujie Wang;Mir Feroskhan
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引用次数: 0

摘要

在本文中,我们针对具有复杂时变输入约束的非线性系统提出了一种新的基于控制屏障函数(CBF)的控制器。为了处理这些约束,我们引入了一个辅助控制输入,将原系统转化为增广系统,从而将约束输入问题重新表述为约束输出问题。该变换简化了二次规划公式,提高了与CBF框架的兼容性。因此,所提出的方法可以系统地解决复杂的、时变的和状态相关的输入约束。通过数值算例验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Safety-Critical Control for Nonlinear Systems With Complex Input Constraints
In this article, we propose a novel control barrier function (CBF)-based controller for nonlinear systems with complex, time-varying input constraints. To deal with these constraints, we introduce an auxiliary control input to transform the original system into an augmented one, thus reformulating the constrained-input problem into a constrained-output one. This transformation simplifies the quadratic programming formulation and enhances compatibility with the CBF framework. As a result, the proposed method can systematically address the complex, time-varying, and state-dependent input constraints. The efficacy of the proposed approach is validated using numerical examples.
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来源期刊
IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
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