An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration

An Efficient Approach to Data Transfer Scheduling for Long Range Space Exploration

Emmanuel Hebrard, Christian Artigues, Pierre Lopez, Arnaud Lusson, Steve Chien, Adrien Maillard, Gregg Rabideau

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
Main Track. Pages 4635-4641. https://doi.org/10.24963/ijcai.2022/643

Long range space missions, such as Rosetta, require robust plans of data-acquisition activities and of the resulting data transfers. In this paper we revisit the problem of assigning priorities to data transfers in order to maximize safety margin of onboard memory. We propose a fast sweep algorithm to verify the feasibility of a given priority assignment and we introduce an efficient exact algorithm to assign priorities on a single downlink window. We prove that the problem is NP-hard for several windows, and we propose several randomized heuristics to tackle the general case. Our experimental results show that the proposed approaches are able to improve the plans computed for the real mission by the previously existing method, while the sweep algorithm yields drastic accelerations.
Keywords:
Planning and Scheduling: Applications
Planning and Scheduling: Scheduling
Planning and Scheduling: Search in Planning and Scheduling
Search: Heuristic Search