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dc.contributor.authorMartín-Martín, Jaime
dc.contributor.authorWang, Li
dc.contributor.authorDe Torres, Irene
dc.contributor.authorEscriche-Escuder, Adrian
dc.contributor.authorGonzález-Sánchez, Manuel
dc.contributor.authorMuro Culebras, Antonio Luis
dc.contributor.authorRoldán Jiménez, Cristina
dc.contributor.authorRuiz‐Muñoz, María
dc.contributor.authorMayoral Cleries, Fermín
dc.contributor.authorBiró, Attila
dc.contributor.authorTang, Wen
dc.contributor.authorNikolova, Borjanka
dc.contributor.authorSalvatore, Alfredo
dc.contributor.authorCuesta-Vargas, Antonio 
dc.date.accessioned2022-05-13T12:56:38Z
dc.date.available2022-05-13T12:56:38Z
dc.date.issued2022-03-26
dc.identifier.citationMartín-Martín, J.; Wang, L.; De-Torres, I.; Escriche-Escuder, A.; González-Sánchez, M.; Muro-Culebras, A.; Roldán-Jiménez, C.; Ruiz-Muñoz, M.; Mayoral-Cleries, F.; Biró, A.; Tang, W.; Nikolova, B.; Salvatore, A.; Cuesta-Vargas, A.I. The Validity of the Energy Expenditure Criteria Based on Open Source Code through two Inertial Sensors. Sensors 2022, 22, 2552. https://doi.org/10.3390/s22072552es_ES
dc.identifier.urihttps://hdl.handle.net/10630/24113
dc.description.abstractThrough this study, we developed and validated a system for energy expenditure calculation, which only requires low-cost inertial sensors and open source R software. Five healthy subjects ran at ten different speeds while their kinematic variables were recorded on the thigh and wrist. Two ActiGraph wireless inertial sensors and a low-cost Bluetooth-based inertial sensor (Lis2DH12), assembled by SensorID, were used. Ten energy expenditure equations were automatically calculated in a developed open source R software (our own creation). A correlation analysis was used to compare the results of the energy expenditure equations. A high interclass correlation coefficient of estimated energy expenditure on the thigh and wrist was observed with an Actigraph and Sensor ID accelerometer; the corrected Freedson equation showed the highest values, and the Santos-Lozano vector magnitude equation and Sasaki equation demonstrated the lowest one. Energy expenditure was compared between the wrist and thigh and showed low correlation values. Despite the positive results obtained, it was necessary to design specific equations for the estimation of energy expenditure measured with inertial sensors on the thigh. The use of the same formula equation in two different placements did not report a positive interclass correlation coefficientes_ES
dc.description.sponsorshipThis project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No. 823871 (iGame). Partial funding for open access charge: Universidad de Málagaes_ES
dc.language.isospaes_ES
dc.publisherIOAP-MPDIes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectEnergíaes_ES
dc.subject.otherInertial sensorses_ES
dc.subject.otherEnergy expenditurees_ES
dc.subject.otherOpen source Res_ES
dc.subject.otherValidationes_ES
dc.subject.otherWalkes_ES
dc.subject.otherRunes_ES
dc.subject.otherEquationses_ES
dc.subject.otherAssessmentes_ES
dc.titleThe Validity of the Energy Expenditure Criteria Based on Open Source Code through two Inertial Sensorses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.identifier.doihttps://doi.org/10.3390/s22072552
dc.rights.ccAtribución 4.0 Internacional*


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