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A Study on Force-Based Collaboration in Flying Swarms

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Swarm Intelligence (ANTS 2018)

Abstract

This work investigates collaborative aerial transportation by swarms of agents based only on implicit information, enabled by the physical interaction among the agents and the environment. Such a coordinating mechanism in collaborative transportation is a basic skill in groups of social animals. We consider cable-suspended objects transported by a swarm of flying robots and we formulate several hypothesis on the behavior of the overall system which are validated thorough numerical study. In particular, we show that a nonzero internal force reduces to one the number of asymptotically stable equilibria and that the internal force intensity is directly connected to the convergence rate. As such, the internal force represents the cornerstone of a communication-less cooperative manipulation paradigm in swarms of flying robots. We also show how a swarm can achieve a stable transportation despite the imprecise knowledge of the system parameters.

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Acknowledgments

This research was partially supported by the ANR, Project ANR-17-CE33-0007 MuRoPhen.

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Correspondence to Antonio Franchi .

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Gabellieri, C., Tognon, M., Pallottino, L., Franchi, A. (2018). A Study on Force-Based Collaboration in Flying Swarms. In: Dorigo, M., Birattari, M., Blum, C., Christensen, A., Reina, A., Trianni, V. (eds) Swarm Intelligence. ANTS 2018. Lecture Notes in Computer Science(), vol 11172. Springer, Cham. https://doi.org/10.1007/978-3-030-00533-7_1

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  • DOI: https://doi.org/10.1007/978-3-030-00533-7_1

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-00532-0

  • Online ISBN: 978-3-030-00533-7

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