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An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation

An examination of the human gait is feasible using inertial sensing. The embedded accelerometer and gyroscope in an inertial measurement unit can evaluate physical activity-based sports and this unit is relatively affordable compared to global positioning systems or video recording quantification. T...

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Autores principales: Mudeng, Vicky, Hakim, Imam M., Suprapto, Sena S., Choe, Se-woon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512980/
https://www.ncbi.nlm.nih.gov/pubmed/37520431
http://dx.doi.org/10.1007/s42835-022-01258-1
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author Mudeng, Vicky
Hakim, Imam M.
Suprapto, Sena S.
Choe, Se-woon
author_facet Mudeng, Vicky
Hakim, Imam M.
Suprapto, Sena S.
Choe, Se-woon
author_sort Mudeng, Vicky
collection PubMed
description An examination of the human gait is feasible using inertial sensing. The embedded accelerometer and gyroscope in an inertial measurement unit can evaluate physical activity-based sports and this unit is relatively affordable compared to global positioning systems or video recording quantification. This study developed a cost-effective sports monitoring investigation method with an inertial sensor attached to the right leg of the athletes. In total, four parameters were simultaneously tracked to assess the entire sensor performance in real-time. The accelerometer measured the typical leg angle when walking and running, whereas the gyroscope processed the raw data to obtain the stride frequency from the time-domain data. Moreover, a comparison between the accelerometer and gyroscope was presented while simultaneously attaining the signal to convert the time-domain data to frequency results. Also, the number of strides and linear velocity was expressed as results in this study. To confirm the results, a statistical hypothesis test was implemented for all obtained results. The results indicated that the inertial sensing instrumentation used in this study is promising and could be an affordable alternative option for a sports monitoring system.
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spelling pubmed-95129802022-09-27 An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation Mudeng, Vicky Hakim, Imam M. Suprapto, Sena S. Choe, Se-woon J. Electr. Eng. Technol. Original Article An examination of the human gait is feasible using inertial sensing. The embedded accelerometer and gyroscope in an inertial measurement unit can evaluate physical activity-based sports and this unit is relatively affordable compared to global positioning systems or video recording quantification. This study developed a cost-effective sports monitoring investigation method with an inertial sensor attached to the right leg of the athletes. In total, four parameters were simultaneously tracked to assess the entire sensor performance in real-time. The accelerometer measured the typical leg angle when walking and running, whereas the gyroscope processed the raw data to obtain the stride frequency from the time-domain data. Moreover, a comparison between the accelerometer and gyroscope was presented while simultaneously attaining the signal to convert the time-domain data to frequency results. Also, the number of strides and linear velocity was expressed as results in this study. To confirm the results, a statistical hypothesis test was implemented for all obtained results. The results indicated that the inertial sensing instrumentation used in this study is promising and could be an affordable alternative option for a sports monitoring system. Springer Nature Singapore 2022-09-26 2022 /pmc/articles/PMC9512980/ /pubmed/37520431 http://dx.doi.org/10.1007/s42835-022-01258-1 Text en © The Author(s) under exclusive licence to The Korean Institute of Electrical Engineers 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Mudeng, Vicky
Hakim, Imam M.
Suprapto, Sena S.
Choe, Se-woon
An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title_full An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title_fullStr An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title_full_unstemmed An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title_short An Alternative Athlete Monitoring System Using Cost-Effective Inertial Sensing Instrumentation
title_sort alternative athlete monitoring system using cost-effective inertial sensing instrumentation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512980/
https://www.ncbi.nlm.nih.gov/pubmed/37520431
http://dx.doi.org/10.1007/s42835-022-01258-1
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