Indirect Estimation of Vertical Ground Reaction Force from a Body-Mounted INS/GPS Using Machine Learning

Indirect Estimation of Vertical Ground Reaction Force from a Body-Mounted INS/GPS Using Machine Learning

Vertical ground reaction force (vGRF) can be measured by force plates or instrumented treadmills, but their application is limited to indoor environments. Insoles remove this restriction but suffer from low durability (several hundred hours). Therefore, interest in the indirect estimation of vGRF us...

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Bibliographic Details
Main Authors: Dharmendra Sharma, Pavel Davidson, Philipp Müller, Robert Piché
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
gait analysis
ground reaction force
ground contact time
INS/GPS
machine learning
deep neural network
Online Access:https://www.mdpi.com/1424-8220/21/4/1553

Internet

https://www.mdpi.com/1424-8220/21/4/1553

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