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


ABSTRACT: 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.

SUBMITTER: Rojas-Valverde D 

PROVIDER: S-EPMC6797247 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature

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

Rojas-Valverde Daniel D   Gómez-Carmona Carlos D CD   Gutiérrez-Vargas Randall R   Pino-Ortega Jose J  

BMJ open sport & exercise medicine 20191001 1


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 si  ...[more]

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