Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured Environments

Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured Environments

Goal: To develop and validate a field-based data collection and assessment method for human activity recognition in the mountains with variations in terrain and fatigue using a single accelerometer and a deep learning model. Methods: The protocol generated an unsupervised labelled dataset of various...

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Bibliographic Details
Main Authors: Brian Russell, Andrew McDaid, William Toscano, Patria Hume
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
human activity recognition
accelerometer
inertial measurement unit
wearable sensor
artificial intelligence
biomechanics
Online Access:https://www.mdpi.com/1424-8220/21/2/654

Internet

https://www.mdpi.com/1424-8220/21/2/654

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