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Multi-satellite mission planning using a self-adaptive multi-agent system

Bonnet, Jonathan and Gleizes, Marie-Pierre and Kaddoum, Elsy and Rainjonneau, Serge and Flandin, Grégory Multi-satellite mission planning using a self-adaptive multi-agent system. (2015) In: SASO (IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems), 21 September 2015 - 25 September 2015 (Cambridge, United States).

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Official URL: http://dx.doi.org/10.1109/SASO.2015.9

Abstract

Mission planning for a constellation of Earth observation satellites is a complex problem raising significant technological challenges for tomorrow's space systems. The large numbers of customers requests and their dynamic introduction in the planning system result in a huge combinatorial search space with a potentially highly dynamical evolution requirements. The techniques used nowadays have several limitations, in particular, it is impossible to dynamically adapt the plan during its construction even for small modifications. Satellites of a constellation are planned in a chronological way instead of a more collective planning which can provide additional load balancing. In this paper, we propose to solve this difficult and highly dynamic problem using adaptive multi-agent systems, taking advantage from their self-adaptation and self-organization mechanisms. In the proposed system, the agents, through their local interactions, allow to dynamically reach a good solution, while ensuring a controlled distribution of tasks within the constellation of satellites. Finally, a comparison with a classical chronological greedy algorithm, commonly used in the spatial domain, highlights the advantages of the presented system.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE. The document original is available on IEEE Xplore : http://dx.doi.org/10.1109/SASO.2015.9.© 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-01665196
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > IRT Saint Exupéry - Institut de Recherche Technologique (FRANCE)
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Funders:
IRT Saint-Exupéry Toulouse
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Deposited By: Marie-Pierre Le Tallec
Deposited On:15 Dec 2017 14:49

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