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Single inertial sensor for local muscular endurance (LME) exercise detection
Prabhu, Ghanashyama
An activity recognition framework based on machine learning to automatically recognize LME exercises and to count the repetitions using a wrist-worn inertial sensor is proposed. Fourteen binary classifiers are trained using optimized SVM models [1, 3] to recognize individual LME exercises, achieving overall accuracy of more than 98%.
Keyword(s): Machine learning; Electronic engineering
Publication Date:
Type: Other
Peer-Reviewed: Unknown
Language(s): English
Institution: Dublin City University
Citation(s): Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734 <> (2017) Single inertial sensor for local muscular endurance (LME) exercise detection. In: Insight Student Conference 2017, 8 Sept 2017, Cork, Ireland.
Publisher(s): The Insight Centre for Data Analytics
File Format(s): application/pdf
Related Link(s):,
First Indexed: 2018-08-04 06:25:00 Last Updated: 2019-02-09 06:06:46