A New Approach to Fall Detection Based on Improved Dual Parallel Channels Convolutional Neural Network

A New Approach to Fall Detection Based on Improved Dual Parallel Channels Convolutional Neural Network

Falls are the major cause of fatal and non-fatal injury among people aged more than 65 years. Due to the grave consequences of the occurrence of falls, it is necessary to conduct thorough research on falls. This paper presents a method for the study of fall detection using surface electromyography (...

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Bibliographic Details
Main Authors: Xiaoguang Liu, Huanliang Li, Cunguang Lou, Tie Liang, Xiuling Liu, Hongrui Wang
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
fall detection
surface electromyography
spectrograms
convolutional neural network
pattern recognition
Online Access:https://www.mdpi.com/1424-8220/19/12/2814

Internet

https://www.mdpi.com/1424-8220/19/12/2814

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