Automatic Classification of the Sub-Techniques (Gears) Used in Cross-Country Ski Skating Employing a Mobile Phone

Automatic Classification of the Sub-Techniques (Gears) Used in Cross-Country Ski Skating Employing a Mobile Phone

The purpose of the current study was to develop and validate an automatic algorithm for classification of cross-country (XC) ski-skating gears (G) using Smartphone accelerometer data. Eleven XC skiers (seven men, four women) with regional-to-international levels of performance carried out roller ski...

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Bibliographic Details
Main Authors: Thomas Stöggl, Anders Holst, Arndt Jonasson, Erik Andersson, Tobias Wunsch, Christer Norström, Hans-Christer Holmberg
Format: Article
Language:English
Published: MDPI AG 2014-10-01
Series:Sensors
Subjects:
algorithm
collective classification
gaussian filter
individual classification
markov chain
machine learning
smartphone
Online Access:http://www.mdpi.com/1424-8220/14/11/20589

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