Automated Classification of Changes of Direction in Soccer Using Inertial Measurement Units

Automated Classification of Changes of Direction in Soccer Using Inertial Measurement Units

Changes of direction (COD) are an important aspect of soccer match play. Understanding the physiological and biomechanical demands on players in games allows sports scientists to effectively train and rehabilitate soccer players. COD are conventionally recorded using manually annotated time-motion v...

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Bibliographic Details
Main Authors: Brian Reilly, Oliver Morgan, Gabriela Czanner, Mark A. Robinson
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
change of direction movements
Global Positioning System
accelerometer
gyroscope
machine learning
random forest
Online Access:https://www.mdpi.com/1424-8220/21/14/4625

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