Empirical Study on Human Movement Classification Using Insole Footwear Sensor System and Machine Learning

Empirical Study on Human Movement Classification Using Insole Footwear Sensor System and Machine Learning

This paper presents a plantar pressure sensor system (P2S2) integrated in the insoles of shoes to detect thirteen commonly used human movements including walking, stooping left and right, pulling a cart backward, squatting, descending, ascending stairs, running, and falling (front, back, right, left...

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Bibliographic Details
Main Authors: Wolfe Anderson, Zachary Choffin, Nathan Jeong, Michael Callihan, Seongcheol Jeong, Edward Sazonov
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
movement classification
machine learning
smart shoe
footwear sensor
human movement classification
Online Access:https://www.mdpi.com/1424-8220/22/7/2743

Internet

https://www.mdpi.com/1424-8220/22/7/2743

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