Regional Stability Analysis of Discrete-Time Piecewise Affine Systems

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automatic Control Pub Date : 2024-10-25 DOI:10.1109/TAC.2024.3486656
Leonardo Cabral;Giorgio Valmorbida;João Manoel Gomes da Silva
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Abstract

In this article, we study the regional stability of discrete-time piecewise affine (PWA) systems. The proposed method for the stability analysis uses an implicit representation of PWA systems based on ramp functions, and it builds upon Linear Matrix Inequalities to verify the nonnegativity of piecewise quadratic (PWQ) functions in a given set. Verifying the nonnegativity of PWQ functions allows us to solve Lyapunov inequalities yielding a PWQ Lyapunov function of which a level set gives an estimate of the region of attraction of the origin. Numerical results illustrate the effectiveness of the proposed method.
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离散时间片断仿射系统的区域稳定性分析
本文研究了离散时间分段仿射系统的区域稳定性。该方法采用基于斜坡函数的PWA系统的隐式表示,并利用线性矩阵不等式来验证给定集合中分段二次函数的非负性。验证PWQ函数的非负性使我们能够求解Lyapunov不等式,从而得到一个PWQ Lyapunov函数,该函数的水平集给出了原点吸引区域的估计。数值结果表明了该方法的有效性。
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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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