Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes

Detalhes bibliográficos
Autor(a) principal: Oliveira, Paulo
Data de Publicação: 2022
Outros Autores: Marco, Branco, Fernandes, Orlando
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/33918
https://doi.org/doi.org/10.3390/s22197186
Resumo: In this study, we aimed to assess the countermovement jump (CMJ) using a developed instrument encompassing an off-the-shelf Inertial Measurement Unit (IMU) in order to analyze performance during the contraction phase, as well as to determine the jump height and the modified reactive strength index (RSImod), using force plate (FP) data as reference. Eight athletes (six males and two females) performed CMJs with the IMU placed on their fifth lumbar vertebra. Accuracy was measured through mean error (standard deviation), correlation, and comparison tests. The results indicated high accuracy, high correlation (r), and no statistical differences between the IMU and the FP for contraction time (r = 0.902; < 0.001), negative impulse phase time (r = 0.773; < 0.001), flight time (r = 0.737; < 0.001), jump time (r = 0.708; < 0.001), RSImod (r = 0.725; < 0.001), nor minimum force (r = 0.758; < 0.001). However, the values related to the positive impulse phase did not have the expected accuracy, as we used different devices and positions. Our results demonstrated that our developed instrument could be utilized to identify the contraction phase, jump height, RSImod, and minimum force in the negative impulse phase with high accuracy, obtaining a signal similar to that of an FP. This information can help coaches and athletes with training monitoring and control, as the device has simpler applicability making it more systematic.
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spelling Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field AthletesIMUCMJHigh-level athletescontraction phasemodified reactive strength indexIn this study, we aimed to assess the countermovement jump (CMJ) using a developed instrument encompassing an off-the-shelf Inertial Measurement Unit (IMU) in order to analyze performance during the contraction phase, as well as to determine the jump height and the modified reactive strength index (RSImod), using force plate (FP) data as reference. Eight athletes (six males and two females) performed CMJs with the IMU placed on their fifth lumbar vertebra. Accuracy was measured through mean error (standard deviation), correlation, and comparison tests. The results indicated high accuracy, high correlation (r), and no statistical differences between the IMU and the FP for contraction time (r = 0.902; < 0.001), negative impulse phase time (r = 0.773; < 0.001), flight time (r = 0.737; < 0.001), jump time (r = 0.708; < 0.001), RSImod (r = 0.725; < 0.001), nor minimum force (r = 0.758; < 0.001). However, the values related to the positive impulse phase did not have the expected accuracy, as we used different devices and positions. Our results demonstrated that our developed instrument could be utilized to identify the contraction phase, jump height, RSImod, and minimum force in the negative impulse phase with high accuracy, obtaining a signal similar to that of an FP. This information can help coaches and athletes with training monitoring and control, as the device has simpler applicability making it more systematic.Sensors2023-02-07T11:21:50Z2023-02-072022-09-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/33918http://hdl.handle.net/10174/33918https://doi.org/doi.org/10.3390/s22197186porhttps://www.mdpi.com/1424-8220/22/19/7186ndndnd251Oliveira, PauloMarco, BrancoFernandes, Orlandoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:36:13Zoai:dspace.uevora.pt:10174/33918Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:22:42.062195Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
title Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
spellingShingle Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
Oliveira, Paulo
IMU
CMJ
High-level athletes
contraction phase
modified reactive strength index
title_short Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
title_full Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
title_fullStr Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
title_full_unstemmed Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
title_sort Accuracy of Inertial Measurement Units When Applied to the Countermovement Jump of Track and Field Athletes
author Oliveira, Paulo
author_facet Oliveira, Paulo
Marco, Branco
Fernandes, Orlando
author_role author
author2 Marco, Branco
Fernandes, Orlando
author2_role author
author
dc.contributor.author.fl_str_mv Oliveira, Paulo
Marco, Branco
Fernandes, Orlando
dc.subject.por.fl_str_mv IMU
CMJ
High-level athletes
contraction phase
modified reactive strength index
topic IMU
CMJ
High-level athletes
contraction phase
modified reactive strength index
description In this study, we aimed to assess the countermovement jump (CMJ) using a developed instrument encompassing an off-the-shelf Inertial Measurement Unit (IMU) in order to analyze performance during the contraction phase, as well as to determine the jump height and the modified reactive strength index (RSImod), using force plate (FP) data as reference. Eight athletes (six males and two females) performed CMJs with the IMU placed on their fifth lumbar vertebra. Accuracy was measured through mean error (standard deviation), correlation, and comparison tests. The results indicated high accuracy, high correlation (r), and no statistical differences between the IMU and the FP for contraction time (r = 0.902; < 0.001), negative impulse phase time (r = 0.773; < 0.001), flight time (r = 0.737; < 0.001), jump time (r = 0.708; < 0.001), RSImod (r = 0.725; < 0.001), nor minimum force (r = 0.758; < 0.001). However, the values related to the positive impulse phase did not have the expected accuracy, as we used different devices and positions. Our results demonstrated that our developed instrument could be utilized to identify the contraction phase, jump height, RSImod, and minimum force in the negative impulse phase with high accuracy, obtaining a signal similar to that of an FP. This information can help coaches and athletes with training monitoring and control, as the device has simpler applicability making it more systematic.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-01T00:00:00Z
2023-02-07T11:21:50Z
2023-02-07
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/33918
http://hdl.handle.net/10174/33918
https://doi.org/doi.org/10.3390/s22197186
url http://hdl.handle.net/10174/33918
https://doi.org/doi.org/10.3390/s22197186
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.mdpi.com/1424-8220/22/19/7186
nd
nd
nd
251
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Sensors
publisher.none.fl_str_mv Sensors
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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