Global Stability Notions to Enhance the Rigor and Robustness of Adaptive Control
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arXiv
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866916448752893952 |
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| author | Karafyllis, Iasson Krstic, Miroslav |
| author_facet | Karafyllis, Iasson Krstic, Miroslav |
| contents | Stability theory plays a crucial role in feedback control. However, adaptive control theory requires advanced and specialized stability notions that are not frequently used in standard feedback control theory. The present document is a set of notes for a graduate course. It describes the global stability notions needed in (robust) adaptive control and develops the mathematical tools that are used for the proof of such stability properties. Moreover, the document shows why and how these global stability properties arise in adaptive control. We focus on stability properties for time-invariant systems. Consequently, tracking control problems are not covered by the present document. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2410_16691 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Global Stability Notions to Enhance the Rigor and Robustness of Adaptive Control Karafyllis, Iasson Krstic, Miroslav Optimization and Control Systems and Control Dynamical Systems Stability theory plays a crucial role in feedback control. However, adaptive control theory requires advanced and specialized stability notions that are not frequently used in standard feedback control theory. The present document is a set of notes for a graduate course. It describes the global stability notions needed in (robust) adaptive control and develops the mathematical tools that are used for the proof of such stability properties. Moreover, the document shows why and how these global stability properties arise in adaptive control. We focus on stability properties for time-invariant systems. Consequently, tracking control problems are not covered by the present document. |
| title | Global Stability Notions to Enhance the Rigor and Robustness of Adaptive Control |
| topic | Optimization and Control Systems and Control Dynamical Systems |
| url | https://arxiv.org/abs/2410.16691 |