SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning

SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning

This paper presents SmartFall, an Android app that uses accelerometer data collected from a commodity-based smartwatch Internet of Things (IoT) device to detect falls. The smartwatch is paired with a smartphone that runs the SmartFall application, which performs the computation necessary for the pre...

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Bibliographic Details
Main Authors: Taylor R. Mauldin, Marc E. Canby, Vangelis Metsis, Anne H. H. Ngu, Coralys Cubero Rivera
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Sensors
Subjects:
fall detection
deep learning
recurrent neural network
smart health
IoT application
IoT architecture
smartwatch
Online Access:http://www.mdpi.com/1424-8220/18/10/3363

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http://www.mdpi.com/1424-8220/18/10/3363

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