Design of a multi-sensors wearable platform for remote monitoring of knee rehabilitation

dc.contributor.authorTedesco, Salvatore
dc.contributor.authorManzano Torre, Oscar
dc.contributor.authorBelcastro, Marco
dc.contributor.authorTorchia, Pasqualino
dc.contributor.authorAlfieri, Davide
dc.contributor.authorKhokhlova, Liudmila
dc.contributor.authorKomaris, Dimitrios-Sokratis
dc.contributor.authorO'Flynn, Brendan
dc.contributor.funderEnterprise Irelanden
dc.contributor.funderScience Foundation Irelanden
dc.contributor.funderEuropean Regional Development Funden
dc.date.accessioned2022-11-08T13:59:21Z
dc.date.available2022-11-08T13:59:21Z
dc.date.issued2022-09-08
dc.date.updated2022-10-04T14:46:05Z
dc.description.abstractSmart wearables are a promising tool for the objective and quantifiable monitoring of patients' capabilities during remote at-home assessments. A novel platform for the remote assessment of patients undergoing knee rehabilitation has been presented in this paper, SKYRE. The challenges associated with the design of the SKYRE platform are described. The platform consists of a multi-sensor wearable garment and an associated ICT architecture, with the aim of capturing real-time objective assessment of physical rehabilitation exercises and support clinicians in their decision-making process as well as provide guidance to the end-users so as to increase their awareness and compliance. The overall system architecture is defined based on usersâ requirements and industrial design, and both hardware and software platforms have been thoroughly discussed in detail, including electronic design, textile integration, prototyping process, and firmware development, as well as the mobile application and web portal implementation. Multiple sensing technologies are adopted, including motion capture, electromyography measurements, and muscle electro-stimulation. The developed system, SKYRE, meets the end-usersâ requirements, and the validation shows that the system presents results comparable to gold-standard technologies. SKYRE therefore might represent a valid alternative for patients and clinicians willing to perform a remote objective assessment of the rehabilitation process following knee surgery.en
dc.description.sponsorshipEnterprise Ireland (Grant CF-2015-0031-P); Science Foundation Ireland / European Regional Development Fund (Grant 12/RC/2289-P2-INSIGHT; Grant 13/RC/2077-CONNECT; Grant 16/RC/3918-CONFIRM)en
dc.description.statusPeer revieweden
dc.description.versionPublished Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationTedesco, S., Manzano Torre, O., Belcastro, M., Torchia, P., Alfieri, D., Khokhlova, L., Komaris, S. D. and O'Flynn, B. (2022) 'Design of a multi-sensors wearable platform for remote monitoring of knee rehabilitation', IEEE Access, 10, pp. 98309-98328. doi: 10.1109/ACCESS.2022.3204969en
dc.identifier.doi10.1109/ACCESS.2022.3204969en
dc.identifier.endpage98328en
dc.identifier.issn2169-3536
dc.identifier.journaltitleIEEE Accessen
dc.identifier.startpage98309en
dc.identifier.urihttps://hdl.handle.net/10468/13834
dc.identifier.volume10en
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.project13/RC/2077-CONNECT
dc.rights© 2022, the Authors. This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/en
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en
dc.subjectBiomedical monitoringen
dc.subjectElectromyographyen
dc.subjectEMGen
dc.subjectIMUen
dc.subjectKneeen
dc.subjectMedical servicesen
dc.subjectMobile applicationen
dc.subjectPatient rehabilitationen
dc.subjectRehabilitationen
dc.subjectRemote monitoringen
dc.subjectSensorsen
dc.subjectSmart Garmentsen
dc.subjectSmart textilesen
dc.subjectTelemedicineen
dc.subjectWearableen
dc.subjectWearable sensorsen
dc.titleDesign of a multi-sensors wearable platform for remote monitoring of knee rehabilitationen
dc.typeArticle (peer-reviewed)en
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