Ablation Analysis to Select Wearable Sensors for Classifying Standing, Walking, and Running

The field of human activity recognition (HAR) often utilizes wearable sensors and machine learning techniques in order to identify the actions of the subject. This paper considers the activity recognition of walking and running while using a support vector machine (SVM) that was trained on principal...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Sarah Gonzalez, Paul Stegall, Harvey Edwards, Leia Stirling, Ho Chit Siu
Format:	Article
Language:	English
Published:	MDPI AG 2020-12-01
Subjects:	human activity recognition surface electromyography inertial measurement units feature selection wearable sensors
Online Access:	https://www.mdpi.com/1424-8220/21/1/194