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An architecture and protocol for smart continuous eHealth monitoring using 5G

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An architecture and protocol for smart continuous eHealth monitoring using 5G

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dc.contributor.author Lloret, Jaime es_ES
dc.contributor.author Parra-Boronat, Lorena es_ES
dc.contributor.author Abdullah, Miran Taha Abdullah es_ES
dc.contributor.author Tomás Gironés, Jesús es_ES
dc.date.accessioned 2018-04-22T04:11:54Z
dc.date.available 2018-04-22T04:11:54Z
dc.date.issued 2017 es_ES
dc.identifier.issn 1389-1286 es_ES
dc.identifier.uri http://hdl.handle.net/10251/100822
dc.description.abstract [EN] Continuous monitoring of chronic patients improves their quality of life and reduces the economic costs of the sanitary system. However, in order to ensure a good monitoring, high bandwidth and low delay are needed. The 5G technology offers higher bandwidth, lower delays and packets loss than previous technologies. This paper presents an architecture for smart eHealth monitoring of chronic patients. The architecture elements include wearable devices, to collect measures from the body, and a smartphone at the patient side in order to process the data received from the wearable devices. We also need a DataBase with an intelligent system able to send an alarm when it detects that it is happening something anomalous. The intelligent system uses machine learning in BigData taken from different hospitals and the data received from the patient to diagnose and generate alarms. Experiment tests have been done to simulate the traffic from many users to the DataBase in order to evaluate the suitability of 5G in our architecture. When there are few users (less than 200 users), we do not find big differences of round trip time between 4G and 5G, but when there are more users, like 1000 users, it increases considerably reaching 4 times more in 4G The Packet Loss is almost null in 4G until 300 users, while in 5G it is possible to keep it null until 700 users. Our results point out that in order to have high number of patients continuously monitored, it is necessary to use the 5G network because it offers low delays and guarantees the availability of bandwidth for all users. 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 Computer Networks es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject eHealth architecture es_ES
dc.subject Continuous monitoring es_ES
dc.subject Machine learning es_ES
dc.subject 5G es_ES
dc.subject Wearable sensors es_ES
dc.subject Smart protocol es_ES
dc.subject.classification TECNOLOGIA DEL MEDIO AMBIENTE es_ES
dc.subject.classification INGENIERIA TELEMATICA es_ES
dc.title An architecture and protocol for smart continuous eHealth monitoring using 5G es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.comnet.2017.05.018 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MECD//FPU14%2F02953/ES/FPU14%2F02953/
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 Lloret, J.; Parra-Boronat, L.; Abdullah, MTA.; Tomás Gironés, J. (2017). An architecture and protocol for smart continuous eHealth monitoring using 5G. Computer Networks. 129(2):340-351. https://doi.org/10.1016/j.comnet.2017.05.018 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.comnet.2017.05.018 es_ES
dc.description.upvformatpinicio 340 es_ES
dc.description.upvformatpfin 351 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 129 es_ES
dc.description.issue 2 es_ES
dc.relation.pasarela S\352644 es_ES
dc.contributor.funder Ministerio de Educación, Cultura y Deporte


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