Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things

[SPA] Esta tesis doctoral se presenta bajo la modalidad de compendio de publicaciones.

Detalles Bibliográficos
Autor: Martínez Sandoval, Rubén
Tipo de recurso: tesis doctoral
Fecha de publicación:2019
País:España
Institución:Universidad Politécnica de Cartagena(UPCT)
Repositorio:Repositorio Digital UPCT
OAI Identifier:oai:repositorio.upct.es:10317/8691
Acceso en línea:http://hdl.handle.net/10317/8691
Access Level:acceso abierto
Palabra clave:Internet de las cosas
Inteligencia artificial
Dispositivos de transmisión de datos
Ingeniería Telemática
3325.05 Radiocomunicaciones
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oai_identifier_str oai:repositorio.upct.es:10317/8691
network_acronym_str ES
network_name_str España
repository_id_str
dc.title.none.fl_str_mv Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
title Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
spellingShingle Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
Martínez Sandoval, Rubén
Internet de las cosas
Inteligencia artificial
Dispositivos de transmisión de datos
Ingeniería Telemática
3325.05 Radiocomunicaciones
title_short Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
title_full Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
title_fullStr Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
title_full_unstemmed Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
title_sort Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of Things
dc.creator.none.fl_str_mv Martínez Sandoval, Rubén
author Martínez Sandoval, Rubén
author_facet Martínez Sandoval, Rubén
author_role author
dc.contributor.none.fl_str_mv García Haro, Juan
García Sánchez, Antonio Javier
Tecnologías de la Información y las Comunicaciones
dc.subject.none.fl_str_mv Internet de las cosas
Inteligencia artificial
Dispositivos de transmisión de datos
Ingeniería Telemática
3325.05 Radiocomunicaciones
topic Internet de las cosas
Inteligencia artificial
Dispositivos de transmisión de datos
Ingeniería Telemática
3325.05 Radiocomunicaciones
description [SPA] Esta tesis doctoral se presenta bajo la modalidad de compendio de publicaciones.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019
2020
2020
dc.type.none.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
dc.identifier.none.fl_str_mv http://hdl.handle.net/10317/8691
url http://hdl.handle.net/10317/8691
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Evaluating the more suitable ISM frequency band for iot-based smart grids: a quantitative study of 915 MHz vs. 2400 MHz
http://hdl.handle.net/10317/8489
dc.rights.none.fl_str_mv Atribución-NoComercial-SinDerivadas 3.0 España
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial-SinDerivadas 3.0 España
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.source.none.fl_str_mv reponame:Repositorio Digital UPCT
instname:Universidad Politécnica de Cartagena(UPCT)
instname_str Universidad Politécnica de Cartagena(UPCT)
reponame_str Repositorio Digital UPCT
collection Repositorio Digital UPCT
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling Contribution to the integration, performance improvement, and smart management of data and resources in the Internet of ThingsMartínez Sandoval, RubénInternet de las cosasInteligencia artificialDispositivos de transmisión de datosIngeniería Telemática3325.05 Radiocomunicaciones[SPA] Esta tesis doctoral se presenta bajo la modalidad de compendio de publicaciones.[ENG] This doctoral dissertation has been presented in the form of thesis by publication. The IoT has seen a tremendous growth in the last few years. Not only due to its potential to transform societies, but also as an enabling technology for many other technological advances. Unfortunately, the IoT is a relatively recent paradigm that lacks the maturity of other well-established (not so recent) revolutions like the internet itself or Wireless Sensor Networks; upon which the IoT is built. The presented Thesis contributes to this maturation process by researching on the underlying communication mechanisms that enable a truly ubiquitous and effective IoT. As a Thesis by compilation, 5 relevant articles are introduced and discussed. Each of such articles delve into different key aspects that, in their own way, help closing the gap between what the IoT is expected to bring and what the IoT actually brings. As thoroughly commented throughout the main text, the comprehensive approach taken in this Thesis ensures that multiple angles of the same plane --the communication plane-- are analyzed and studied. From the mathematical analysis of how electromagnetic waves propagate through complex environments to the utilization of recent Machine Learning techniques, this Thesis explore a wide range of scientific and researching tools that are shown to improve the final performance of the IoT. In the first three chapters of this document, the reader will be introduced to the current context and state-of-the-art of the IoT while, at the same time, the formal objectives of this Thesis are outlined and set into such a global context. In the next five chapters, the five corresponding articles are presented and commented. For each and every of these articles: a brief abstract, a methodology summary, a highlight on the results and contributions and final conclusions are also added. Lastly, in the two last chapters, the final conclusions and future lines of this Thesis are commented.Los artículos que componen la tesis son los siguientes: 1. R. M. Sandoval, A.-J. J. Garcia-Sanchez, F. Garcia-Sanchez, and J. Garcia-Haro, \Evaluating the More Suitable ISM Frequency Band for IoT-Based Smart Grids: A Quantitative Study of 915 MHz vs. 2400 MHz," Sensors, vol. 17, no. 1, p. 76, Dec. 2016. 2. R. M. Sandoval, A.-J. J. Garcia-Sanchez, J.-M. M. Molina-Garcia-Pardo, F. Garcia-Sanchez, and J. Garcia-Haro, \Radio-Channel Characterization of Smart Grid Substations in the 2.4-GHz ISM Band," IEEE Trans. Wirel. Commun., vol. 16, no. 2, pp. 1294{1307, Feb. 2017. 3. R. M. Sandoval, A. J. Garcia-Sanchez, and J. Garcia-Haro, \Improving RSSI-based path-loss models accuracy for critical infrastructures: A smart grid substation case-study," IEEE Trans. Ind. Informatics, vol. 14, no. 5, pp. 2230{2240, 2018. 4. R. M. Sandoval, A.-J. Garcia-Sanchez, J. Garcia-Haro, and T. M. Chen, \Optimal policy derivation for Transmission Duty-Cycle constrained LPWAN," IEEE Internet Things J., vol. 5, no. 4, pp. 1{1, Aug. 2018. 5. R. M. Sandoval, S. Canovas-Carrasco, A. Garcia-Sanchez, and J. Garcia-Haro, \Smart Usage of Multiple RAT in IoT-oriented 5G Networks: A Reinforcement Learning Approach," in 2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K), 2018, pp. 1-8.Escuela Internacional de Doctorado de la Universidad Politécnica de CartagenaUniversidad Politécnica de CartagenaPrograma de Doctorado en Tecnologías de la Información y las Comunicaciones por la Universidad Politécnica de CartagenaGarcía Haro, JuanGarcía Sánchez, Antonio JavierTecnologías de la Información y las Comunicaciones2020202020192019info:eu-repo/semantics/doctoralThesisapplication/pdfapplication/pdfhttp://hdl.handle.net/10317/8691reponame:Repositorio Digital UPCTinstname:Universidad Politécnica de Cartagena(UPCT)InglésEvaluating the more suitable ISM frequency band for iot-based smart grids: a quantitative study of 915 MHz vs. 2400 MHzhttp://hdl.handle.net/10317/8489Atribución-NoComercial-SinDerivadas 3.0 Españahttp://creativecommons.org/licenses/by-nc-nd/3.0/es/http://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.upct.es:10317/86912026-05-15T06:39:02Z
score 15,811543

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