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Prediction of Three-Directional Ground Reaction Forces during Walking Using a Shoe Sole Sensor System and Machine Learning

We developed a shoe sole sensor system with four high-capacity, compact triaxial force sensors using a nitrogen added chromium strain-sensitive thin film mounted on the sole of a shoe. Walking experiments were performed, including straight walking and turning (side-step and cross-step turning), in s...

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Principais autores: Takeshi Yamaguchi, Yuya Takahashi, Yoshihiro Sasaki
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-11-01
coleção:Sensors
Assuntos:
ground reaction force
shoe sole sensor system
machine learning
gait
walking
turning
Acesso em linha:https://www.mdpi.com/1424-8220/23/21/8985
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