Meng, Xuming und Weitschat, Roman (2021) Dynamic Projection of Human Motion for Safe and Efficient Human-Robot Collaboration. In: 2021 IEEE International Conference on Robotics and Automation, ICRA 2021, Seiten 3765-3771. 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021-05-30 - 2021-06-05, Xi'an, China. doi: 10.1109/ICRA48506.2021.9561726. ISBN 978-172819077-8. ISSN 1050-4729.
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Offizielle URL: https://ieeexplore.ieee.org/document/9561726
Kurzfassung
In the modern manufacturing process, novel technologies enable the collaboration between humans and robots, which increases productivity while keeping flexibility. However, these technologies also lead to new challenges, e.g., maximization of Human-Robot Collaboration (HRC) performance while ensuring safety for the human being in fenceless robot applications. In this paper, an approach of the dynamic human motion projection is proposed for typical assembly tasks. The human upper body is simplified as a five-degree-of-freedom (5-DOF) rigid-body model. A control-oriented projection model is proposed, and its parameters are estimated from the test data of human capability. Combined with a human-state estimator and a collision estimator, the ``worst-case" collision motion is projected in the HRC scenario. The dynamic projection method is feasible online. Finally, the estimated collision time is adopted to increase the robot's speed limit, which validates the improvement of HRC's efficiency.
elib-URL des Eintrags: | https://elib.dlr.de/145954/ | ||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||
Titel: | Dynamic Projection of Human Motion for Safe and Efficient Human-Robot Collaboration | ||||||||||||
Autoren: |
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Datum: | 18 Oktober 2021 | ||||||||||||
Erschienen in: | 2021 IEEE International Conference on Robotics and Automation, ICRA 2021 | ||||||||||||
Referierte Publikation: | Ja | ||||||||||||
Open Access: | Ja | ||||||||||||
Gold Open Access: | Nein | ||||||||||||
In SCOPUS: | Ja | ||||||||||||
In ISI Web of Science: | Ja | ||||||||||||
DOI: | 10.1109/ICRA48506.2021.9561726 | ||||||||||||
Seitenbereich: | Seiten 3765-3771 | ||||||||||||
ISSN: | 1050-4729 | ||||||||||||
ISBN: | 978-172819077-8 | ||||||||||||
Status: | veröffentlicht | ||||||||||||
Stichwörter: | Safety in human-robot collaboration, human-robot interaction, human motion estimation | ||||||||||||
Veranstaltungstitel: | 2021 IEEE International Conference on Robotics and Automation (ICRA) | ||||||||||||
Veranstaltungsort: | Xi'an, China | ||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||
Veranstaltungsbeginn: | 30 Mai 2021 | ||||||||||||
Veranstaltungsende: | 5 Juni 2021 | ||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||
HGF - Programm: | Raumfahrt | ||||||||||||
HGF - Programmthema: | Robotik | ||||||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||||||
DLR - Forschungsgebiet: | R RO - Robotik | ||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | R - Interagierende Robotersteuerung [RO] | ||||||||||||
Standort: | Oberpfaffenhofen | ||||||||||||
Institute & Einrichtungen: | Institut für Robotik und Mechatronik (ab 2013) > Analyse und Regelung komplexer Robotersysteme Institut für Robotik und Mechatronik (ab 2013) > Kognitive Robotik | ||||||||||||
Hinterlegt von: | Meng, Xuming | ||||||||||||
Hinterlegt am: | 24 Nov 2021 17:27 | ||||||||||||
Letzte Änderung: | 24 Apr 2024 20:44 |
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