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Wearable and wireless performance evaluation system for sports science with an example in badminton

Two capacitive sensing units were designed, fabricated, and embedded into two corresponding fingerstalls through microelectronic and additive manufacturing with flexible materials and ergonomic considerations in this study. The sensing units were routed to an adaptor, which in turn was routed to a t...

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Autores principales: Zheng, Ye-Jin, Wang, Wei-Cheng, Chen, Yi-Yang, Chiu, Wen-Hsin, Chen, Rongshun, Lo, Cheng-Yao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546912/
https://www.ncbi.nlm.nih.gov/pubmed/36207380
http://dx.doi.org/10.1038/s41598-022-21187-3
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author Zheng, Ye-Jin
Wang, Wei-Cheng
Chen, Yi-Yang
Chiu, Wen-Hsin
Chen, Rongshun
Lo, Cheng-Yao
author_facet Zheng, Ye-Jin
Wang, Wei-Cheng
Chen, Yi-Yang
Chiu, Wen-Hsin
Chen, Rongshun
Lo, Cheng-Yao
author_sort Zheng, Ye-Jin
collection PubMed
description Two capacitive sensing units were designed, fabricated, and embedded into two corresponding fingerstalls through microelectronic and additive manufacturing with flexible materials and ergonomic considerations in this study. The sensing units were routed to an adaptor, which in turn was routed to a transmission port (comprising a signal converter and a Bluetooth module), realizing a wearable and wireless force sensing system for sports science applications as the objective. The collected capacitive signals were converted through a preliminarily established database, indicating local force distributions on finger segments. Practical examinations with badminton actions (forehand cross-net shots) were conducted by players to show the effectiveness of the proposed system as an application example. Statistical and quantified results reflected the visual observations on valid shots (67% and 39% for the professional and amateur players, respectively) and well-controlled racket-holding attitude (19.69% and 35.31% force application difference between the first two segments of the index finger of the professional and amateur player, respectively). These proved that the proposed system outperforms existing similar systems in the market and is able to not only classify players with different skill levels but also distinguish attitude stability and controllability, showing scientific evidence in sports science for the first time.
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spelling pubmed-95469122022-10-09 Wearable and wireless performance evaluation system for sports science with an example in badminton Zheng, Ye-Jin Wang, Wei-Cheng Chen, Yi-Yang Chiu, Wen-Hsin Chen, Rongshun Lo, Cheng-Yao Sci Rep Article Two capacitive sensing units were designed, fabricated, and embedded into two corresponding fingerstalls through microelectronic and additive manufacturing with flexible materials and ergonomic considerations in this study. The sensing units were routed to an adaptor, which in turn was routed to a transmission port (comprising a signal converter and a Bluetooth module), realizing a wearable and wireless force sensing system for sports science applications as the objective. The collected capacitive signals were converted through a preliminarily established database, indicating local force distributions on finger segments. Practical examinations with badminton actions (forehand cross-net shots) were conducted by players to show the effectiveness of the proposed system as an application example. Statistical and quantified results reflected the visual observations on valid shots (67% and 39% for the professional and amateur players, respectively) and well-controlled racket-holding attitude (19.69% and 35.31% force application difference between the first two segments of the index finger of the professional and amateur player, respectively). These proved that the proposed system outperforms existing similar systems in the market and is able to not only classify players with different skill levels but also distinguish attitude stability and controllability, showing scientific evidence in sports science for the first time. Nature Publishing Group UK 2022-10-07 /pmc/articles/PMC9546912/ /pubmed/36207380 http://dx.doi.org/10.1038/s41598-022-21187-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zheng, Ye-Jin
Wang, Wei-Cheng
Chen, Yi-Yang
Chiu, Wen-Hsin
Chen, Rongshun
Lo, Cheng-Yao
Wearable and wireless performance evaluation system for sports science with an example in badminton
title Wearable and wireless performance evaluation system for sports science with an example in badminton
title_full Wearable and wireless performance evaluation system for sports science with an example in badminton
title_fullStr Wearable and wireless performance evaluation system for sports science with an example in badminton
title_full_unstemmed Wearable and wireless performance evaluation system for sports science with an example in badminton
title_short Wearable and wireless performance evaluation system for sports science with an example in badminton
title_sort wearable and wireless performance evaluation system for sports science with an example in badminton
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546912/
https://www.ncbi.nlm.nih.gov/pubmed/36207380
http://dx.doi.org/10.1038/s41598-022-21187-3
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