Multi-Class Classification of Human Activity and Gait Events Using Heterogeneous Sensors

The control of active prostheses and orthoses requires the precise classification of instantaneous human activity and the detection of specific events within each activity. Furthermore, such classification helps physiotherapists, orthopedists, and neurologists in kinetic/kinematic analyses of patien...

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Bibliographic Details

Published in:	Journal of Sensor and Actuator Networks
Main Authors:	Tasmiyah Javed, Ali Raza, Hafiz Farhan Maqbool, Saqib Zafar, Juri Taborri, Stefano Rossi
Format:	Article
Language:	English
Published:	MDPI AG 2024-12-01
Subjects:	convergent–divergent architecture deep neural network (DNN) human activity classification (HAC) human activity recognition (HAR) gait event detection (GED)
Online Access:	https://www.mdpi.com/2224-2708/13/6/85