Correct and efficient UAV missions based on temporal planning and in-flight hybrid simulations
2023, Robotics and Autonomous Systems 164, 104404, 2023Citas: 2
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Autor(es)
Ezequiel Pecker-Marcosig and Sebastián Zudaire and Rodrigo Castro and Sebastián Uchitel
Abstract
Controller synthesis has been successfully applied in UAV applications, to construct a mission plan that is guaranteed to be correct with respect to a user-provided specification. Albeit being correct, these plans may not be optimal in the vehicle’s trajectory, battery consumption, or other criteria which the user may consider relevant. A possibility would be to apply a quantitative synthesis approach where the target is to compute efficient plans before the mission, at a higher cost of complexity and potential limitations in the optimization goals to achieve. As an alternative, in this paper we propose doing the plan optimization in-flight. For this, we use available tools that synthesize controllers with multiple controllable choices and later select among these choices in-flight using hybrid simulations ranking them according to the optimization objective. We present the advantages of our approach and validate them using …
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Citas
# | Title | Year | Source | Authors | |
---|---|---|---|---|---|
1 | Software engineering for robotics | 2021 | NA | A Cavalcanti, B Dongol, R Hierons, J Timmis | |
2 | Multi-UAV collaborative target allocation Based on Two-Way Knowledge Transfer in complex environments | 2024 | 2024 36th Chinese Control and … | G Huang, M Hu, X Yang | |
3 | TESIS CARRERA DE DOCTORADO EN CIENCIAS DE LA INGENIERÍA | 2023 | NA | DDEMEN VEHÍCULOS |