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Recognizing the intensity of strength training exercises with wearable sensors

In this paper we propose a system based on a network of wearable accelerometers and an off-the-shelf smartphone to recognize the intensity of stationary activities, such as strength training exercises. The system uses a hierarchical algorithm, consisting of two layers of Support Vector Machines (SVM...

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Bibliografske podrobnosti
Main Authors: Pernek, Igor, 1985-, kibernetika. (Author), Kurillo, Gregorij. (Author), Štiglic, Gregor. (Author), Bajcsy, Ruzena. (Author)
Format: Book Chapter
Jezik:English
Teme:
machine learning > wearable sensors > strength training > accelerometers
Online dostop:http://www.sciencedirect.com/science/article/pii/S1532046415002142
Sorodne knjige/članki:Vsebovano v: Journal of biomedical informatics
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