Nonlinear Reachable Set Computation and Model Predictive Control for Safe Hypersonic Re-entry of Atmospheric Vehicles
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866911818699505664 |
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| author | Patel, Jinaykumar Subbarao, Kamesh |
| author_facet | Patel, Jinaykumar Subbarao, Kamesh |
| contents | This paper investigates the application of reachability analysis to the re-entry problem faced by vehicles entering Earth's atmosphere. The study delves into the time evolution of reachable sets for the system, particularly when subject to nonlinear implicit controls, given the potential damage from the intense heat generated during hypersonic re-entry. Our proposed methodology leverages zonotopes and constrained zonotopes to ensure compliance with safety specifications. Furthermore, we utilize Model Predictive Control for detailed trajectory planning. To substantiate our methodology, we provide detailed simulations that not only tackle nonlinear re-entry scenarios but also illustrate trajectory planning using MPC. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_15294 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Nonlinear Reachable Set Computation and Model Predictive Control for Safe Hypersonic Re-entry of Atmospheric Vehicles Patel, Jinaykumar Subbarao, Kamesh Optimization and Control This paper investigates the application of reachability analysis to the re-entry problem faced by vehicles entering Earth's atmosphere. The study delves into the time evolution of reachable sets for the system, particularly when subject to nonlinear implicit controls, given the potential damage from the intense heat generated during hypersonic re-entry. Our proposed methodology leverages zonotopes and constrained zonotopes to ensure compliance with safety specifications. Furthermore, we utilize Model Predictive Control for detailed trajectory planning. To substantiate our methodology, we provide detailed simulations that not only tackle nonlinear re-entry scenarios but also illustrate trajectory planning using MPC. |
| title | Nonlinear Reachable Set Computation and Model Predictive Control for Safe Hypersonic Re-entry of Atmospheric Vehicles |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2403.15294 |