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Smart system for children's chronic illness monitoring

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Smart system for children's chronic illness monitoring

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dc.contributor.author Sendra, Sandra es_ES
dc.contributor.author Parra-Boronat, Lorena es_ES
dc.contributor.author Lloret, Jaime es_ES
dc.contributor.author Tomás Gironés, Jesús es_ES
dc.date.accessioned 2020-01-17T21:02:07Z
dc.date.available 2020-01-17T21:02:07Z
dc.date.issued 2018 es_ES
dc.identifier.issn 1566-2535 es_ES
dc.identifier.uri http://hdl.handle.net/10251/134996
dc.description.abstract [EN] Sick children need a continuous monitoring, but this involves high costs for the government and for the parents. The use of information and communication technologies (ICT) jointly with artificial intelligence and smart devices can reduce these costs, help the children and assist their parents. This paper presents a smart architecture for children's chronic illness monitoring that will let the caregivers (parents, teachers and doctors) to remotely monitor the health of the children based on the sensors embedded in the smartphones and smart wearable devices. The proposed architecture includes a smart algorithm developed to intelligently detect if a parameter has exceeded a threshold, thus it may imply an emergency or not. To check the correct operation of this system, we have developed a small wearable device that is able to measure the heart rate and the body temperature. We have designed a secure mechanism to stablish a Bluetooth connection with the smartphone. In addition, the system is able to perform the data fusion in both the information packetizing process, which contributes to improve the protocol performance, and in the measured values combination, where it is used a stochastic approach. As a result, our system can fusion data from different sensors in real-time and detect automatically strange situations for sending a warning to the caregivers. Finally, the consumed bandwidth and battery autonomy of the developed device have been measured. es_ES
dc.description.sponsorship This work has been partially supported by the "Ministerio de EducaciOn, Cultura y Deporte", through the "Ayudas para contratos predoctorales de Formacion del Profesorado Universitario FPU (Convocatoria 2014)". Grant number FPU14/02953. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Information Fusion es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Smart algorithm es_ES
dc.subject Chronic diseases es_ES
dc.subject Child monitoring es_ES
dc.subject EHealth es_ES
dc.subject Wearable devices es_ES
dc.subject.classification INGENIERIA TELEMATICA es_ES
dc.title Smart system for children's chronic illness monitoring es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.inffus.2017.06.002 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MECD//FPU2014-02953/ES/FPU2014-02953/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto de Investigación para la Gestión Integral de Zonas Costeras - Institut d'Investigació per a la Gestió Integral de Zones Costaneres es_ES
dc.description.bibliographicCitation Sendra, S.; Parra-Boronat, L.; Lloret, J.; Tomás Gironés, J. (2018). Smart system for children's chronic illness monitoring. Information Fusion. 40:76-86. https://doi.org/10.1016/j.inffus.2017.06.002 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.inffus.2017.06.002 es_ES
dc.description.upvformatpinicio 76 es_ES
dc.description.upvformatpfin 86 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 40 es_ES
dc.relation.pasarela S\376414 es_ES
dc.contributor.funder Ministerio de Educación, Cultura y Deporte es_ES


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