Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data

Physical activity patterns can reveal information about one’s health status. Built-in sensors in a smartphone, in comparison to a patient’s self-report, can collect activity recognition data more objectively, unobtrusively, and continuously. A variety of data analysis approaches have been proposed i...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Emily J. Huang, Kebin Yan, Jukka-Pekka Onnela
Format:	Article
Language:	English
Published:	MDPI AG 2022-03-01
Subjects:	accelerometer activity recognition digital phenotyping gyroscope movelet sensor
Online Access:	https://www.mdpi.com/1424-8220/22/7/2618