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Simulation of the Human Arm Dynamics and Motor Control in Unstable Environments: A Comparison with Experimental Data

Treichl, Tobias (2023) Simulation of the Human Arm Dynamics and Motor Control in Unstable Environments: A Comparison with Experimental Data. In: 2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023. 2023 IEEE International Conference on Systems, Man and Cybernetics, 2023-10-01 - 2023-10-04, Honolulu, Hawaii. doi: 10.1109/SMC53992.2023.10393921. ISBN 979-8-3503-3702-0. ISSN 1062-922X.

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Offizielle URL: https://ieeexplore.ieee.org/document/10393921

Kurzfassung

The simulation of the human body dynamics offers a powerful way to investigate the interaction between humans and systems. This so-called physical human-machine interaction (HMI) is useful to consider during the development of new products like tools, cars or aircrafts, in order to increase comfort and safety. In this work, the Modelica Human Body Library is presented first. It is the only digital human model (DHM) for physical HMI available in the multi-domain modeling language Modelica so far. The model considers the human body dynamics as well as the motor control of the limbs. A special feature of the model is the human inspired control scheme, which takes into account effects such as human reaction time and limb stiffness adaption. After an introduction to the DHM, its capabilities are evaluated by comparing simulation results with experimental data from a experimental study. In the study, different unstable force fields were applied to the hands of subjects as they approached a target. The resulting hand trajectories were measured. As many control tasks for humans, especially while using tools, are characterized by unstable behavior, this study is well suited to evaluate a DHM. Comparison with the experimental data shows that the resulting hand trajectories in the simulation are comparable to the ones the subjects produced due to the force fields. This applies for both, the initial tries with big deviations as well as the tries after the subjects adapted their arm stiffness to the force field.

elib-URL des Eintrags:https://elib.dlr.de/199574/
Dokumentart:Konferenzbeitrag (Vortrag)
Titel:Simulation of the Human Arm Dynamics and Motor Control in Unstable Environments: A Comparison with Experimental Data
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Treichl, TobiasTobias.Treichl (at) dlr.dehttps://orcid.org/0000-0001-7111-8805NICHT SPEZIFIZIERT
Datum:2023
Erschienen in:2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023
Referierte Publikation:Ja
Open Access:Nein
Gold Open Access:Nein
In SCOPUS:Ja
In ISI Web of Science:Nein
DOI:10.1109/SMC53992.2023.10393921
ISSN:1062-922X
ISBN:979-8-3503-3702-0
Status:veröffentlicht
Stichwörter:digital human model, dynamic analysis, human motor control, physical human machine interaction
Veranstaltungstitel:2023 IEEE International Conference on Systems, Man and Cybernetics
Veranstaltungsort:Honolulu, Hawaii
Veranstaltungsart:internationale Konferenz
Veranstaltungsbeginn:1 Oktober 2023
Veranstaltungsende:4 Oktober 2023
Veranstalter :IEEE SMC Society
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 - Terrestrische Assistenz-Robotik (SR)
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Institut für Systemdynamik und Regelungstechnik
Hinterlegt von: Treichl, Tobias
Hinterlegt am:04 Dez 2023 09:30
Letzte Änderung:12 Jun 2024 10:53

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