Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer

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OriginalspracheEnglisch
Titel des Sammelwerks2024 IEEE International Conference on Robotics and Automation
UntertitelICRA
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten13220-13226
Seitenumfang7
ISBN (elektronisch)9798350384574
ISBN (Print)979-8-3503-8458-1
PublikationsstatusVeröffentlicht - 13 Mai 2024
Veranstaltung2024 IEEE International Conference on Robotics and Automation, ICRA 2024 - Yokohama, Japan
Dauer: 13 Mai 202417 Mai 2024

Publikationsreihe

NameProceedings - IEEE International Conference on Robotics and Automation
ISSN (Print)1050-4729

Abstract

The rise of autonomous driving in everyday life makes efficient and collision-free motion planning more important than ever. However, multi robot applications in highly dynamic environments still pose hard challenges for state-of-the-art motion planners. In this paper, we present a new iteration of a reactive circular fields motion planner with the focus on simultaneous control of multiple robots in robotic soccer games, which is able to operate omnidirectional robots safely and efficiently despite high measurement delays and inaccuracies. Our extension enables the definition and effective execution of complex tasks in soccer specific problems. We extensively evaluated our planner in several complex simulation environments and experimentally verified the approach in realistic scenarios on real soccer robots. Furthermore, we demonstrated the capabilities of our motion planner during the successful participation in the RoboCup 2022 and 2023.

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Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer. / Zeug, Fabrice; Becker, Marvin; Müller, Matthias A.
2024 IEEE International Conference on Robotics and Automation: ICRA . Institute of Electrical and Electronics Engineers Inc., 2024. S. 13220-13226 (Proceedings - IEEE International Conference on Robotics and Automation).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Zeug, F, Becker, M & Müller, MA 2024, Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer. in 2024 IEEE International Conference on Robotics and Automation: ICRA . Proceedings - IEEE International Conference on Robotics and Automation, Institute of Electrical and Electronics Engineers Inc., S. 13220-13226, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024, Yokohama, Japan, 13 Mai 2024. https://doi.org/10.1109/ICRA57147.2024.10611138
Zeug, F., Becker, M., & Müller, M. A. (2024). Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer. In 2024 IEEE International Conference on Robotics and Automation: ICRA (S. 13220-13226). (Proceedings - IEEE International Conference on Robotics and Automation). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICRA57147.2024.10611138
Zeug F, Becker M, Müller MA. Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer. in 2024 IEEE International Conference on Robotics and Automation: ICRA . Institute of Electrical and Electronics Engineers Inc. 2024. S. 13220-13226. (Proceedings - IEEE International Conference on Robotics and Automation). doi: 10.1109/ICRA57147.2024.10611138
Zeug, Fabrice ; Becker, Marvin ; Müller, Matthias A. / Circular Field Motion Planning for Highly-Dynamic Multi-Robot Systems with Application to Robot Soccer. 2024 IEEE International Conference on Robotics and Automation: ICRA . Institute of Electrical and Electronics Engineers Inc., 2024. S. 13220-13226 (Proceedings - IEEE International Conference on Robotics and Automation).
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abstract = "The rise of autonomous driving in everyday life makes efficient and collision-free motion planning more important than ever. However, multi robot applications in highly dynamic environments still pose hard challenges for state-of-the-art motion planners. In this paper, we present a new iteration of a reactive circular fields motion planner with the focus on simultaneous control of multiple robots in robotic soccer games, which is able to operate omnidirectional robots safely and efficiently despite high measurement delays and inaccuracies. Our extension enables the definition and effective execution of complex tasks in soccer specific problems. We extensively evaluated our planner in several complex simulation environments and experimentally verified the approach in realistic scenarios on real soccer robots. Furthermore, we demonstrated the capabilities of our motion planner during the successful participation in the RoboCup 2022 and 2023.",
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