Detecting Destabilizing Nonlinearities in Absolute Stability Analysis of Discrete-Time Feedback Systems
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
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2025
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| _version_ | 1866912265539682304 |
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| author | Gyotoku, Hibiki Yuno, Tsuyoshi Ebihara, Yoshio Peaucelle, Dimitri Tarbouriech, Sophie Magron, Victor |
| author_facet | Gyotoku, Hibiki Yuno, Tsuyoshi Ebihara, Yoshio Peaucelle, Dimitri Tarbouriech, Sophie Magron, Victor |
| contents | This paper is concerned with the absolute stability analysis of discrete-time feedback systems with slope-restricted nonlinearities. By employing static O'Shea-Zames-Falb multipliers in the framework of integral quadratic constraints, we can obtain a certificate for the absolute stability in the form of a linear matrix inequality (LMI). However, since this LMI certificate is only a sufficient condition, we cannot draw any definite conclusion if the LMI turns out to be infeasible. To address this issue, we focus on the dual LMI that is feasible if and only if the original (primal) LMI is infeasible. As the main result, if the dual solution satisfies a certain rank condition, we prove that we can detect a destabilizing nonlinearity within the assumed class of slope-restricted nonlinearities as well as a non-zero equilibrium point of the resulting feedback system, thereby we can conclude that the system of interest is never absolutely stable. The effectiveness of the technical results is demonstrated through numerical examples. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_05875 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Detecting Destabilizing Nonlinearities in Absolute Stability Analysis of Discrete-Time Feedback Systems Gyotoku, Hibiki Yuno, Tsuyoshi Ebihara, Yoshio Peaucelle, Dimitri Tarbouriech, Sophie Magron, Victor Optimization and Control This paper is concerned with the absolute stability analysis of discrete-time feedback systems with slope-restricted nonlinearities. By employing static O'Shea-Zames-Falb multipliers in the framework of integral quadratic constraints, we can obtain a certificate for the absolute stability in the form of a linear matrix inequality (LMI). However, since this LMI certificate is only a sufficient condition, we cannot draw any definite conclusion if the LMI turns out to be infeasible. To address this issue, we focus on the dual LMI that is feasible if and only if the original (primal) LMI is infeasible. As the main result, if the dual solution satisfies a certain rank condition, we prove that we can detect a destabilizing nonlinearity within the assumed class of slope-restricted nonlinearities as well as a non-zero equilibrium point of the resulting feedback system, thereby we can conclude that the system of interest is never absolutely stable. The effectiveness of the technical results is demonstrated through numerical examples. |
| title | Detecting Destabilizing Nonlinearities in Absolute Stability Analysis of Discrete-Time Feedback Systems |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2503.05875 |