Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers

Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers

A fall of an elderly person often leads to serious injuries or even death. Many falls occur in the home environment and remain unrecognized. Therefore, a reliable fall detection is absolutely necessary for a fast help. Wrist-worn accelerometer based fall detection systems are developed, but the accu...

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Bibliographic Details
Main Authors: Dimitri Kraft, Karthik Srinivasan, Gerald Bieber
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Technologies
Subjects:
fall detection
accelerometer
datasets
deep learning
neural networks
wrist
Online Access:https://www.mdpi.com/2227-7080/8/4/72

Internet

https://www.mdpi.com/2227-7080/8/4/72

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