Ground Reaction Forces and Moments Estimation from Embedded Insoles Using Machine Learning Regression Models
International Conference on Biomedical Robotics and Biomechatronics（2024）
Key words
Regression Model,Machine Learning,Ground Reaction Force,Machine Learning Regression,Machine Learning Regression Models,Reaction Moments,Body Weight,Accurate Estimation,Continuous Support,Force Plate,Double Support,Root Mean Square Error,Learning Algorithms,Reference Data,Center Of Pressure,Shear Force,Coronal Plane,Inertial Measurement Unit,Type Of Movement,Vertical Force,Random Forest Regression,Double Support Phase,Inertial Measurement Unit Data,Instrumented Treadmill,Force Sensitive Resistors,Force Data,Balancing Strategy,Body Weight Of The Participants,Continuous Movement,Force Distribution
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