[en] Recent advancements in in-situ resource utilization (ISRU) exploration lead to a new space economy trending towards coopetitive multi-robot systems (MRS). This trend highlights the need for a robust, transparent, and universally accessible cross-organization platform for coordinating these complex systems. To fill this gap, we present in this paper a novel approach to address the challenge of globally optimising distributed mapping tasks in coopetitive heterogeneous MRS within ISRU lunar scenarios. Thereby, we propose a cost function that combines the perspectives of both robotic operational metrics and economic principles to elevate ISRU global efficiency. Our approach leverages blockchain-based auctioning mechanisms to overcome the computational complexity of global coordination more efficiently. Our focus is on improving distributed mapping and utilizing blockchain technology to create a trustworthy digital platform for auction-based coordination. This non-proprietary and non-discriminatory platform aims to optimize costs in the context of ISRU. We demonstrate that our system outperforms traditional random task allocation methods by 17.5% on average. We validate our scenario in a simulated lunar environment, supporting robots with competing interests yet collaborating for mapping tasks.
Centre de recherche :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > FINATRAX - Digital Financial Services and Cross-organizational Digital Transformations NCER-FT - FinTech National Centre of Excellence in Research Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SpaceR – Space Robotics
Disciplines :
Ingénierie aérospatiale Gestion des systèmes d’information Sciences informatiques Ingénierie électrique & électronique Ingénierie, informatique & technologie: Multidisciplinaire, généralités & autres Sciences économiques & de gestion: Multidisciplinaire, généralités & autres Stratégie & innovation Aérospatiale, astronomie & astrophysique Production, distribution & gestion de la chaîne logistique
Auteur, co-auteur :
CHOVET, Loick ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Space Robotics ; Space Robotics (SpaceR)
LIMA BAIMA, Renan ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > FINATRAX
BERA, Abhishek ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Space Robotics ; Space Robotics (SpaceR)
OLIVARES MENDEZ, Miguel Angel ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Space Robotics
FRIDGEN, Gilbert ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > FINATRAX ; Digital Financial Services and Cross-Organisational Digital Transformations (FINATRAX)
Co-auteurs externes :
no
Langue du document :
Anglais
Titre :
Coopetitive Lunar Mapping: A distributed non-proprietary Multi-Robot Coordination using Blockchain-based Cost Optimisation
Date de publication/diffusion :
28 août 2024
Nom de la manifestation :
CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING
Organisateur de la manifestation :
IEEE Robotics and Automation Society
Lieu de la manifestation :
Bari, Italie
Date de la manifestation :
28/08/2024 <-> 01/09/2024
Numéro de la conférence :
20
Manifestation à portée :
International
Titre de l'ouvrage principal :
Proceedings of the 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)
Titre traduit de l'ouvrage principal :
[en] 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)
Maison d'édition :
IEEE, New York City, Etats-Unis - New York
ISBN/EAN :
979-8-3503-5851-3
ISSN Collection :
2161-8089
Pagination :
1276-1282
Peer reviewed :
Peer reviewed
Focus Area :
Security, Reliability and Trust
Objectif de développement durable (ODD) :
9. Industrie, innovation et infrastructure 7. Energie propre et d'un coût abordable 8. Travail décent et croissance économique 10. Inégalités réduites 11. Villes et communautés durables 12. Consommation et production responsables 15. Vie terrestre 16. Paix, justice et institutions efficaces 17. Partenariats pour la réalisation des objectifs
FNR - Fonds National de la Recherche FNR - Luxembourg National Research Fund
N° du Fonds :
14783405; 16326754
Subventionnement (détails) :
This research was funded by the Luxembourg National Research Fund (FNR) in the FiReSpARX Project, ref. 14783405, and by PayPal, PEARL grant reference 13342933/ Gilbert Fridgen.
Commentaire :
For the purpose of open access and in fulfilment of the obligations arising from the grant agreement, the author has applied a Creative Commons Attribution 4.0 International (CC BY 4.0) license to any Author Accepted Manuscript version arising from this submission. To exclusively improve the readability of the content and fix grammatical mistakes, we have utilized AI tools, including ChatGPT and Grammarly. After using these tools, the authors reviewed and edited the content as needed and takes full responsibility for the publication’s content.
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