Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations

Portable measurement systems using inertial sensors enable motion capture outside the lab, facilitating longitudinal and large-scale studies in natural environments. However, estimating 3D kinematics and kinetics from inertial data for a comprehensive biomechanical movement analysis is still challen...

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Bibliographic Details
Published in:Frontiers in bioengineering and biotechnology 2024-04, Vol.12, p.1285845
Main Authors: Nitschke, Marlies, Dorschky, Eva, Leyendecker, Sigrid, Eskofier, Bjoern M., Koelewijn, Anne D.
Format: Article
Language:English
Subjects:
Accelerometers
Algorithms
Anterior cruciate ligament
Bioengineering and Biotechnology
biomechanic analysis
Biomechanics
Cameras
change of direction
Gait
inertial measurement units
Kinematics
Kinetics
Machine learning
Motion capture
musculoskeletal model
Pelvis
Running
Sensors
Simulation
trajectory optimization
wearable sensing
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