Stability and Robust Control of Time-Varying Systems Using Linear Matrix Inequalities

This article provides a theoretical contribution by presenting a detailed study on the application of Linear Matrix Inequalities (LMIs) in time-varying systems. Specifically, it addresses a set of LMI conditions that ensure the stability of such systems. To derive these conditions, Lyapunov’s Direct Method is employed, and the stability is characterized using class-<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">K</i> functions. The parallel distributed compensation technique is utilized to guarantee stability for both open-loop and closed-loop systems. Furthermore, the study establishes sufficient LMI conditions for global exponential stability in linear time-varying systems and presents exponential stability conditions for nonlinear time-varying systems. Finally, the robust control method is validated through the controller design of a parametrically excited pendulum. In addition, a comparative analysis between the robust method and the control method based on the Lyapunov–Floquet transformation is presented.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3616053
Primary Topic
Stability and Control of Uncertain Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Stability and Robust Control of Time-Varying Systems Using Linear Matrix Inequalities

Flávio A. Faria, Marco A. Travassos, Rodrigo Cardim, Marcelo Carvalho Minhoto Teixeira
IEEE Access
Stability and Control of Uncertain Systems
article

Stability and Robust Control of Time-Varying Systems Using Linear Matrix Inequalities

Flávio A. Faria, Marco A. Travassos, Rodrigo Cardim, Marcelo Carvalho Minhoto Teixeira
article en

Abstract

This article provides a theoretical contribution by presenting a detailed study on the application of Linear Matrix Inequalities (LMIs) in time-varying systems. Specifically, it addresses a set of LMI conditions that ensure the stability of such systems. To derive these conditions, Lyapunov’s Direct Method is employed, and the stability is characterized using class-<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">K</i> functions. The parallel distributed compensation technique is utilized to guarantee stability for both open-loop and closed-loop systems. Furthermore, the study establishes sufficient LMI conditions for global exponential stability in linear time-varying systems and presents exponential stability conditions for nonlinear time-varying systems. Finally, the robust control method is validated through the controller design of a parametrically excited pendulum. In addition, a comparative analysis between the robust method and the control method based on the Lyapunov–Floquet transformation is presented.

IEEE AccessVol. 13
Universidade Estadual Paulista (Unesp) (BR)
Openalex Percentile: Top 66%
Stability and Control of Uncertain Systems
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