Classification of Alpine Skiing Styles Using GNSS and Inertial Measurement Units

Classification of Alpine Skiing Styles Using GNSS and Inertial Measurement Units

In alpine skiing, four commonly used turning styles are snowplow, snowplow-steering, drifting and carving. They differ significantly in speed, directional control and difficulty to execute. While they are visually distinguishable, data-driven classification is underexplored. The aim of this work is...

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Bibliographic Details
Main Authors: Christina Neuwirth, Cory Snyder, Wolfgang Kremser, Richard Brunauer, Helmut Holzer, Thomas Stöggl
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
accelerometer
decision trees
gradient boosted trees
gyroscope
random forests
sensors
Online Access:https://www.mdpi.com/1424-8220/20/15/4232

Internet

https://www.mdpi.com/1424-8220/20/15/4232

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