Disturbance feedback-based model predictive control in uncertain dynamic environments
Fuente:
arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866911840606355456 |
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| author | Buschermöhle, Philipp Jouini, Taouba Lilge, Torsten Müller, Matthias A. |
| author_facet | Buschermöhle, Philipp Jouini, Taouba Lilge, Torsten Müller, Matthias A. |
| contents | This paper presents a robust MPC scheme for linear systems subject to time-varying, uncertain constraints that arise from uncertain environments. The predicted input sequence is parameterized over future environment states to guarantee constraint satisfaction despite an imprecise environment prediction and unknown evolution of the future constraints. We provide theoretical guarantees for recursive feasibility and asymptotic convergence. Finally, a brief simulation example showcases our results. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_09893 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Disturbance feedback-based model predictive control in uncertain dynamic environments Buschermöhle, Philipp Jouini, Taouba Lilge, Torsten Müller, Matthias A. Systems and Control This paper presents a robust MPC scheme for linear systems subject to time-varying, uncertain constraints that arise from uncertain environments. The predicted input sequence is parameterized over future environment states to guarantee constraint satisfaction despite an imprecise environment prediction and unknown evolution of the future constraints. We provide theoretical guarantees for recursive feasibility and asymptotic convergence. Finally, a brief simulation example showcases our results. |
| title | Disturbance feedback-based model predictive control in uncertain dynamic environments |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2404.09893 |