Cargando…

Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim

Biomechanical simulation allows for in silico estimations of biomechanical parameters such as muscle, joint and ligament forces. Experimental kinematic measurements are a prerequisite for musculoskeletal simulations using the inverse kinematics approach. Marker-based optical motion capture systems a...

Descripción completa

Detalles Bibliográficos
Autores principales: Wechsler, Iris, Wolf, Alexander, Fleischmann, Sophie, Waibel, Julian, Molz, Carla, Scherb, David, Shanbhag, Julian, Franz, Michael, Wartzack, Sandro, Miehling, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10303752/
https://www.ncbi.nlm.nih.gov/pubmed/37420590
http://dx.doi.org/10.3390/s23125423
_version_ 1785065349671026688
author Wechsler, Iris
Wolf, Alexander
Fleischmann, Sophie
Waibel, Julian
Molz, Carla
Scherb, David
Shanbhag, Julian
Franz, Michael
Wartzack, Sandro
Miehling, Jörg
author_facet Wechsler, Iris
Wolf, Alexander
Fleischmann, Sophie
Waibel, Julian
Molz, Carla
Scherb, David
Shanbhag, Julian
Franz, Michael
Wartzack, Sandro
Miehling, Jörg
author_sort Wechsler, Iris
collection PubMed
description Biomechanical simulation allows for in silico estimations of biomechanical parameters such as muscle, joint and ligament forces. Experimental kinematic measurements are a prerequisite for musculoskeletal simulations using the inverse kinematics approach. Marker-based optical motion capture systems are frequently used to collect this motion data. As an alternative, IMU-based motion capture systems can be used. These systems allow flexible motion collection without nearly any restriction regarding the environment. However, one limitation with these systems is that there is no universal way to transfer IMU data from arbitrary full-body IMU measurement systems into musculoskeletal simulation software such as OpenSim. Thus, the objective of this study was to enable the transfer of collected motion data, stored as a BVH file, to OpenSim 4.4 to visualize and analyse the motion using musculoskeletal models. By using the concept of virtual markers, the motion saved in the BVH file is transferred to a musculoskeletal model. An experimental study with three participants was conducted to verify our method’s performance. Results show that the present method is capable of (1) transferring body dimensions saved in the BVH file to a generic musculoskeletal model and (2) correctly transferring the motion data saved in the BVH file to a musculoskeletal model in OpenSim 4.4.
format Online
Article
Text
id pubmed-10303752
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103037522023-06-29 Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim Wechsler, Iris Wolf, Alexander Fleischmann, Sophie Waibel, Julian Molz, Carla Scherb, David Shanbhag, Julian Franz, Michael Wartzack, Sandro Miehling, Jörg Sensors (Basel) Article Biomechanical simulation allows for in silico estimations of biomechanical parameters such as muscle, joint and ligament forces. Experimental kinematic measurements are a prerequisite for musculoskeletal simulations using the inverse kinematics approach. Marker-based optical motion capture systems are frequently used to collect this motion data. As an alternative, IMU-based motion capture systems can be used. These systems allow flexible motion collection without nearly any restriction regarding the environment. However, one limitation with these systems is that there is no universal way to transfer IMU data from arbitrary full-body IMU measurement systems into musculoskeletal simulation software such as OpenSim. Thus, the objective of this study was to enable the transfer of collected motion data, stored as a BVH file, to OpenSim 4.4 to visualize and analyse the motion using musculoskeletal models. By using the concept of virtual markers, the motion saved in the BVH file is transferred to a musculoskeletal model. An experimental study with three participants was conducted to verify our method’s performance. Results show that the present method is capable of (1) transferring body dimensions saved in the BVH file to a generic musculoskeletal model and (2) correctly transferring the motion data saved in the BVH file to a musculoskeletal model in OpenSim 4.4. MDPI 2023-06-08 /pmc/articles/PMC10303752/ /pubmed/37420590 http://dx.doi.org/10.3390/s23125423 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wechsler, Iris
Wolf, Alexander
Fleischmann, Sophie
Waibel, Julian
Molz, Carla
Scherb, David
Shanbhag, Julian
Franz, Michael
Wartzack, Sandro
Miehling, Jörg
Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title_full Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title_fullStr Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title_full_unstemmed Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title_short Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim
title_sort method for using imu-based experimental motion data in bvh format for musculoskeletal simulations via opensim
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10303752/
https://www.ncbi.nlm.nih.gov/pubmed/37420590
http://dx.doi.org/10.3390/s23125423
work_keys_str_mv AT wechsleriris methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT wolfalexander methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT fleischmannsophie methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT waibeljulian methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT molzcarla methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT scherbdavid methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT shanbhagjulian methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT franzmichael methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT wartzacksandro methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim
AT miehlingjorg methodforusingimubasedexperimentalmotiondatainbvhformatformusculoskeletalsimulationsviaopensim