All You Need is Group Actions: Advancing Robust Autonomous Planning
| Autor: | Basco, Vincenzo |
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| Rok vydání: | 2024 |
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| Druh dokumentu: | Working Paper |
| Popis: | Managing the plan of constellation of satellites for target observation requires optimal deployment and efficient operational strategies. In this paper, we introduce a new technique based on group theory tools through multi-agent constraint optimization techniques, designed for the dynamic landscapes of satellite operations. Inspired by group actions, our method models the planning problem for observing Earth targets as a cooperative game to achieve computational efficiency while simultaneously reducing computational complexity. Designed for the complex task of planning constellation of satellites, our methodology provides a feasible solution to the inherent challenges of multi-agent optimization under state constraints and subject to uncertainties. Our approach can offer avenues for improving mission efficiency and reducing costs. Through numerical simulations, we demonstrate the good performance of the approach in the presence of inter-satellite links. Comment: arXiv admin note: This version has been removed by arXiv administrators as the submitter did not have the right to agree to the license at the time of submission |
| Databáze: | arXiv |
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