From big data mining to technical sport reports: the case of inertial measurement units

The inertial measurement units (IMU) are instruments used to quantify the external load of athletes; they are increasingly common in assessing team and individual sports. This type of instruments has several sensors, such as accelerometers, gyroscopes and magnetometers; this allows access to a large amount of information and analysis possibilities. Due to the complexity of synthesising this data, it is necessary to create a flow for collecting, analysing and presenting the collected data in a simple way and present it as quickly as possible to the technical staff. This report aims to present new methods of reduction of the data and propose a new approach method for the analysis of the IMU`s outcomes.
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Bibliographic Details
Subjects:
Notations:technical and natural sciences
Tagging:Big Data data mining
Published in:BMJ Open Sport & Exercise Medicine
Language:English
Published: 2019
Online Access:https://doi.org/10.1136/bmjsem-2019-000565
Issue:5
Pages:e000565
Document types:article
Level:advanced