Inner-Cycle Phases Can Be Estimated from a Single Inertial Sensor by Long Short-Term Memory Neural Network in Roller-Ski Skating

Objective: The aim of this study was to provide a new machine learning method to determine temporal events and inner-cycle parameters (e.g., cycle, pole and ski contact and swing time) in cross-country roller-ski skating on the field, using a single inertial measurement unit (IMU). Methods: The deve...

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Detalles Bibliográficos
Autores principales: Meyer, Frédéric, Lund-Hansen, Magne, Seeberg, Trine M., Kocbach, Jan, Sandbakk, Øyvind, Austeng, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739028/
https://www.ncbi.nlm.nih.gov/pubmed/36501969
http://dx.doi.org/10.3390/s22239267

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739028/
https://www.ncbi.nlm.nih.gov/pubmed/36501969
http://dx.doi.org/10.3390/s22239267

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