How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?

How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?

Although wearable accelerometers can successfully recognize activities and detect falls, their adoption in real life is low because users do not want to wear additional devices. A possible solution is an accelerometer inside a wrist device/smartwatch. However, wrist placement might perform poorly in...

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Bibliographic Details
Main Authors: Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams
Format: Article
Language:English
Published: MDPI AG 2016-06-01
Series:Sensors
Subjects:
activity recognition
fall detection
wrist
accelerometer
machine learning
classification
feature extraction
Online Access:http://www.mdpi.com/1424-8220/16/6/800

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