Mostrar el registro sencillo del ítem

dc.contributor.authorVegas Hernández, Jesús María 
dc.contributor.authorLlamas Bello, César 
dc.contributor.authorGonzález Delgado, Manuel Ángel 
dc.contributor.authorHernández Díez, María Carmen 
dc.date.accessioned2020-11-20T11:23:15Z
dc.date.available2020-11-20T11:23:15Z
dc.date.issued2020
dc.identifier.citationPervasive and Mobile Computing S1574-1192(20)30128-0es
dc.identifier.urihttp://uvadoc.uva.es/handle/10324/43604
dc.description.abstractAmbient intelligence pursues the integration of intelligent approaches on an IoT infrastructure, mainly using everyday objects of the environment. The main hypothesis of the work is that the way in which a user interacts with a door handle is suitable to be used in the identification task. Our proposal contributes with a new method to identify persons in a seamless and un-obstrusive way, suitable to be used in a smart building scenery without the need to bring any additional device. In this case, we embed accelerometers and gyroscopes in a door handle in order to obtain a data set comprising samples of 47 individuals. A parametric approximation is adopted to reduce each sample to a feature vector by using a dynamic time warping technique. A study has been made of the outcomes of different classification techniques over six different feature sets in order to assess the feasibility of this identification challenge. The AUC values observed with the selected feature set show promising results above 0.90 using neural networks and SVM classifiers.es
dc.format.mimetypeapplication/pdfes
dc.language.isoenges
dc.publisherElsevieres
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.subject.classificationAmbient Intelligencees
dc.subject.classificationUser Identificationes
dc.subject.classificationIoTes
dc.subject.classificationSensorses
dc.subject.classificationPattern Matchinges
dc.subject.classificationAccess Controles
dc.titleIdentifying users from the interaction with a door handlees
dc.typeinfo:eu-repo/semantics/articlees
dc.identifier.doihttps://doi.org/10.1016/j.pmcj.2020.101293es
dc.relation.publisherversionhttps://reader.elsevier.com/reader/sd/pii/S1574119220301280?token=B49F9DA9C46EE6FB2AC7FC709A041290D753A4D9259C2E50C9A95E67C6B0ED2D360DDE1837DDFCE1595D1BB7BF74D99Fes
dc.peerreviewedSIes
dc.type.hasVersioninfo:eu-repo/semantics/acceptedVersiones


Ficheros en el ítem

Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem