Machine Learning to Improve Orientation Estimation in Sports Situations Challenging for Inertial Sensor Use

In sports, inertial measurement units are often used to measure the orientation of human body segments. A Madgwick (MW) filter can be used to obtain accurate inertial measurement unit (IMU) orientation estimates. This filter combines two different orientation estimates by applying a correction of th...

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Bibliographic Details
Main Authors: Marit P. van Dijk, Manon Kok, Monique A. M. Berger, Marco J. M. Hoozemans, DirkJan H. E. J. Veeger
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Sports and Active Living
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fspor.2021.670263/full