Deep Neural Network for the Detections of Fall and Physical Activities Using Foot Pressures and Inertial Sensing

Deep Neural Network for the Detections of Fall and Physical Activities Using Foot Pressures and Inertial Sensing

Fall detection and physical activity (PA) classification are important health maintenance issues for the elderly and people with mobility dysfunctions. The literature review showed that most studies concerning fall detection and PA classification addressed these issues individually, and many were ba...

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Bibliographic Details
Main Authors: Hsiao-Lung Chan, Yuan Ouyang, Rou-Shayn Chen, Yen-Hung Lai, Cheng-Chung Kuo, Guo-Sheng Liao, Wen-Yen Hsu, Ya-Ju Chang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
fall
physical activity
foot pressures
inertial sensing
deep learning
deep neural network
Online Access:https://www.mdpi.com/1424-8220/23/1/495

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