Goalkeeper Analytics Using a Wearable Embedded System

The aim of this research is to identify the main metrics linked to soccer goalkeeping that can be computed by using a small embedded device. Based on the identified KPIs, a prototype is created by using an old Android phone in order to compute them based on the values of the three sensors related to...

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Bibliographic Details
Main Author: Bogdan IANCU
Format: Article
Language:English
Published: INFOREC Association 2018-09-01
Series:Economy Informatics
Subjects:
iot
Online Access:http://economyinformatics.ase.ro/content/EN18/01%20-%20iancu.pdf
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spelling doaj-5de4f07f756542748f3fa733504317e72020-11-25T01:31:33ZengINFOREC AssociationEconomy Informatics1582-79412247-85232018-09-01181512Goalkeeper Analytics Using a Wearable Embedded SystemBogdan IANCU0Bucharest University of Economic Studies, RomaniaThe aim of this research is to identify the main metrics linked to soccer goalkeeping that can be computed by using a small embedded device. Based on the identified KPIs, a prototype is created by using an old Android phone in order to compute them based on the values of the three sensors related to positioning: accelerometer, gyroscope and magnetometer. In the final part of this paper, the obtained results are validated in a real case scenario by comparing the values of computed KPIs against some baseline values. The baseline values are extracted from the video recording of the trainings where the goalkeepers used our wearable embedded system. By constructing a cheap and small version of our prototype, we can help small soccer teams to understand and use data to better train their goalkeepers.http://economyinformatics.ase.ro/content/EN18/01%20-%20iancu.pdfsport analyticsembedded systemiot
collection DOAJ
language English
format Article
sources DOAJ
author Bogdan IANCU
spellingShingle Bogdan IANCU
Goalkeeper Analytics Using a Wearable Embedded System
Economy Informatics
sport analytics
embedded system
iot
author_facet Bogdan IANCU
author_sort Bogdan IANCU
title Goalkeeper Analytics Using a Wearable Embedded System
title_short Goalkeeper Analytics Using a Wearable Embedded System
title_full Goalkeeper Analytics Using a Wearable Embedded System
title_fullStr Goalkeeper Analytics Using a Wearable Embedded System
title_full_unstemmed Goalkeeper Analytics Using a Wearable Embedded System
title_sort goalkeeper analytics using a wearable embedded system
publisher INFOREC Association
series Economy Informatics
issn 1582-7941
2247-8523
publishDate 2018-09-01
description The aim of this research is to identify the main metrics linked to soccer goalkeeping that can be computed by using a small embedded device. Based on the identified KPIs, a prototype is created by using an old Android phone in order to compute them based on the values of the three sensors related to positioning: accelerometer, gyroscope and magnetometer. In the final part of this paper, the obtained results are validated in a real case scenario by comparing the values of computed KPIs against some baseline values. The baseline values are extracted from the video recording of the trainings where the goalkeepers used our wearable embedded system. By constructing a cheap and small version of our prototype, we can help small soccer teams to understand and use data to better train their goalkeepers.
topic sport analytics
embedded system
iot
url http://economyinformatics.ase.ro/content/EN18/01%20-%20iancu.pdf
work_keys_str_mv AT bogdaniancu goalkeeperanalyticsusingawearableembeddedsystem
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