A Deep Learning Model for 3D Ground Reaction Force Estimation Using Shoes with Three Uniaxial Load Cells

A Deep Learning Model for 3D Ground Reaction Force Estimation Using Shoes with Three Uniaxial Load Cells

Ground reaction force (GRF) is essential for estimating muscle strength and joint torque in inverse dynamic analysis. Typically, it is measured using a force plate. However, force plates have spatial limitations, and studies of gaits involve numerous steps and thus require a large number of force pl...

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Bibliographic Details
Main Authors:	Junggil Kim, Hyeon Kang, Seulgi Lee, Jinseung Choi, Gyerae Tack
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Series:	Sensors
Subjects:	three-axis ground reaction force estimation seq2seq LSTM load cell gait
Online Access:	https://www.mdpi.com/1424-8220/23/7/3428

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