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Energy-Efficient Wearable EPTS Device Using On-Device DCNN Processing for Football Activity Classification

This paper presents an energy-optimized electronic performance tracking system (EPTS) device for analyzing the athletic movements of football players. We first develop a tiny battery-operated wearable device that can be attached to the backside of field players. In order to analyze the strategic per...

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Detalles Bibliográficos
Autores principales: Kim, Hyunsung, Kim, Jaehee, Kim, Young-Seok, Kim, Mijung, Lee, Youngjoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660228/
https://www.ncbi.nlm.nih.gov/pubmed/33105912
http://dx.doi.org/10.3390/s20216004