A Robust Feature Extraction Model for Human Activity Characterization Using 3-Axis Accelerometer and Gyroscope Data

Human Activity Recognition (HAR) using embedded sensors in smartphones and smartwatch has gained popularity in extensive applications in health care monitoring of elderly people, security purpose, robotics, monitoring employees in the industry, and others. However, human behavior analysis using the...

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Hlavní autoři:	Rasel Ahmed Bhuiyan, Nadeem Ahmed, Md Amiruzzaman, Md Rashedul Islam
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2020-12-01
Edice:	Sensors
Témata:	human activity recognition (HAR) feature extraction feature reduction enveloped power spectrum (EPS) linear discriminant analysis (LDA) multi-class support vector machine (MCSVM)
On-line přístup:	https://www.mdpi.com/1424-8220/20/23/6990
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