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Dr. Almudena Diaz Zayas
Universidad de Málaga

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Short Biography

Dr. Almudena Díaz Zayas is a researcher at the Universidad de Málaga since 2004 and associate professor since 2021. Her research interests are mobile communication protocols, experimentation platforms and testing methodologies. Díaz has a PhD in telecommunication engineering from the Universidad de Málaga (2009). She participated in national research project related with mobile network developments and international project such as SMEPP, a FP6-IST project in the area of embedded systems, MoTeCo, a Leonardo Da Vinci European Project to developed training curriculum in Symbian OS mobile technology and Fed4Fire, Fed4Fire+ and TRIANGLE European projects addressing the work programme topic Future Internet Research and Experimentation. He is also co-IP in NRG5 and 5GENESIS project. She has co-authored papers in relevant journals in the field of mobile networking and computing, like IEEE Pervasive Computing, Mobile Networks & Applications and Computer Communications, IEEE Internet Computing and IEEE Vehicular Magazine and in relevant conferences like IEEE AINA, IEEE GLOBECOM, IEEE CCNC, IEEE NOMS and IEEE IM.

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Project

Project Goal: 5G ExPerimentation Infrastructure hosting Cloud-nativE Netapps for public proTection and disaster RElief

Starting Date:01 January 2021

Current Stage: Approved

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Project

Project Goal: Experimentation and Validation Openness for Long-term evolution of VErtical inDustries in 5G era and beyond

Starting Date:01 January 2021

Current Stage: Approved

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Project

Project Goal: 5th Generation End-to-end Network, Experimentation, System Integration, and Showcasing

Starting Date:01 July 2018

Current Stage: In progress

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Project

Project Goal: he ultimate project goal is to render the deployment, operation and management of existing and new communications and energy infrastructures(in the context of the Smart Energy-as-a-Service)easier, safer, more secure and resilient from an operational and financial point of view.

Starting Date:01 June 2017

Current Stage: Finished

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Project

Project Goal: Applications and devices benchmarking

Starting Date:01 January 2016

Current Stage: Finished

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Working paper
Published: 15 July 2021
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The facilities developed in the three ICT-17 projects and further enhanced with on-site deployments and additional equipment in the ICT-19 projects provide all the required means to the experimenters to validate their applications in a fully operational 5G environment. In addition, they provide the opportunity to the verticals originated from several sectors to trial and validate their services in a real 5G deployment. In the aforementioned facilities a large number of 5G performance results are collected (mainly in the three ICT-17 projects), while other trials are ongoing and initial results are going to become available soon (in the ICT-19 projects). The first questions that emerge from the experts and non-experts (verticals) and tried to be answered using the outcome are the following: a) are the results close to the 5G theoretical values and the KPI targets promised by the 5G domain? b) can we identify some factors that practically affects the results, while others not? c) does the results fulfill the application requirements or better does the results satisfy the expectations of the verticals? In this whitepaper, we tried to give answers to the first and second questions, while the third question can be answered when the results from the ICT-19 projects will become available (as a next version of the current document and in cooperation with the vertical KPI Task Force). Therefore, in the current white paper the effort is focused on trying to clarify the details behind the performance numbers and provide a series of interpretation guidelines that could help the reader better understanding the 5G domain. In addition, based on the analysis of performance results, the main impact factors that affect the results are identified, while a high-level explanation is provided that is clearly understandable by non-experts. The motivation is to create a first bridge between the telecommunications and verticals domains and reach a common understanding in explaining what they can really expect from 5G. The plan is this whitepaper to be updated regularly as new projects are onboarding and new results are collected.

ACS Style

Evangelos Kosmatos; Michael Dieudonné; Manuel Lorenzo; Dimitris Tsolkas; Anastasius Gavras; Andrea F. Cattoni; Luca Valcarenghi; Almudena Díaz Zayas; Ole Grøndalen; Gokul Srinivasan; Ilkka Kansala; Lars Mikkelsen; Drissa Houatra. Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results. 2021, 1 .

AMA Style

Evangelos Kosmatos, Michael Dieudonné, Manuel Lorenzo, Dimitris Tsolkas, Anastasius Gavras, Andrea F. Cattoni, Luca Valcarenghi, Almudena Díaz Zayas, Ole Grøndalen, Gokul Srinivasan, Ilkka Kansala, Lars Mikkelsen, Drissa Houatra. Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results. . 2021; ():1.

Chicago/Turabian Style

Evangelos Kosmatos; Michael Dieudonné; Manuel Lorenzo; Dimitris Tsolkas; Anastasius Gavras; Andrea F. Cattoni; Luca Valcarenghi; Almudena Díaz Zayas; Ole Grøndalen; Gokul Srinivasan; Ilkka Kansala; Lars Mikkelsen; Drissa Houatra. 2021. "Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results." , no. : 1.

Working paper
Published: 15 July 2021
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The facilities developed in the three ICT-17 projects and further enhanced with on-site deployments and additional equipment in the ICT-19 projects provide all the required means to the experimenters to validate their applications in a fully operational 5G environment. In addition, they provide the opportunity to the verticals originated from several sectors to trial and validate their services in a real 5G deployment. In the aforementioned facilities a large number of 5G performance results are collected (mainly in the three ICT-17 projects), while other trials are ongoing and initial results are going to become available soon (in the ICT-19 projects). The first questions that emerge from the experts and non-experts (verticals) and tried to be answered using the outcome are the following: a) are the results close to the 5G theoretical values and the KPI targets promised by the 5G domain? b) can we identify some factors that practically affects the results, while others not? c) does the results fulfill the application requirements or better does the results satisfy the expectations of the verticals? In this whitepaper, we tried to give answers to the first and second questions, while the third question can be answered when the results from the ICT-19 projects will become available (as a next version of the current document and in cooperation with the vertical KPI Task Force). Therefore, in the current white paper the effort is focused on trying to clarify the details behind the performance numbers and provide a series of interpretation guidelines that could help the reader better understanding the 5G domain. In addition, based on the analysis of performance results, the main impact factors that affect the results are identified, while a high-level explanation is provided that is clearly understandable by non-experts. The motivation is to create a first bridge between the telecommunications and verticals domains and reach a common understanding in explaining what they can really expect from 5G. The plan is this whitepaper to be updated regularly as new projects are onboarding and new results are collected.

ACS Style

Evangelos Kosmatos; Michael Dieudonné; Manuel Lorenzo; Dimitris Tsolkas; Anastasius Gavras; Andrea F. Cattoni; Luca Valcarenghi; Almudena Díaz Zayas; Ole Grøndalen; Gokul Srinivasan; Ilkka Kansala; Lars Mikkelsen; Drissa Houatra. Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results. 2021, 1 .

AMA Style

Evangelos Kosmatos, Michael Dieudonné, Manuel Lorenzo, Dimitris Tsolkas, Anastasius Gavras, Andrea F. Cattoni, Luca Valcarenghi, Almudena Díaz Zayas, Ole Grøndalen, Gokul Srinivasan, Ilkka Kansala, Lars Mikkelsen, Drissa Houatra. Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results. . 2021; ():1.

Chicago/Turabian Style

Evangelos Kosmatos; Michael Dieudonné; Manuel Lorenzo; Dimitris Tsolkas; Anastasius Gavras; Andrea F. Cattoni; Luca Valcarenghi; Almudena Díaz Zayas; Ole Grøndalen; Gokul Srinivasan; Ilkka Kansala; Lars Mikkelsen; Drissa Houatra. 2021. "Understanding the Numbers - Contextualization and Impact Factors of 5G Performance Results." , no. : 1.

Journal article
Published: 20 November 2020 in Sensors
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The high heterogeneity of 5G use cases requires the extension of the traditional per-component testing procedures provided by certification organizations, in order to devise and incorporate methodologies that cover the testing requirements from vertical applications and services. In this paper, we introduce an experimentation methodology that is defined in the context of the 5GENESIS project, which aims at enabling both the testing of network components and validation of E2E KPIs. The most important contributions of this methodology are its modularity and flexibility, as well as the open-source software that was developed for its application, which enable lightweight adoption of the methodology in any 5G testbed. We also demonstrate how the methodology can be used, by executing and analyzing different experiments in a 5G Non-Standalone (NSA) deployment at the University of Malaga. The key findings of the paper are an initial 5G performance assessment and KPI analysis and the detection of under-performance issues at the application level. Those findings highlight the need for reliable testing and validation procedures towards a fair benchmarking of generic 5G services and applications.

ACS Style

Almudena Díaz Zayas; Giuseppe Caso; Özgü Alay; Pedro Merino; Anna Brunstrom; Dimitris Tsolkas; Harilaos Koumaras. A Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach. Sensors 2020, 20, 6652 .

AMA Style

Almudena Díaz Zayas, Giuseppe Caso, Özgü Alay, Pedro Merino, Anna Brunstrom, Dimitris Tsolkas, Harilaos Koumaras. A Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach. Sensors. 2020; 20 (22):6652.

Chicago/Turabian Style

Almudena Díaz Zayas; Giuseppe Caso; Özgü Alay; Pedro Merino; Anna Brunstrom; Dimitris Tsolkas; Harilaos Koumaras. 2020. "A Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach." Sensors 20, no. 22: 6652.

Journal article
Published: 07 November 2020 in Applied Sciences
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NB-IoT is the first 3GPP technology that has been specifically developed for IoT. In this paper, we will introduce the most important NB-IoT features included in Release 14, Release 15, and Release 16 and the need for testing of NB-IoT solutions. This paper is focused on demonstrating the potential of the new experimentation features included into the TRIANGLE testbed to support testing and benchmarking of Narrowband Internet of Thing (NB-IoT) solutions. TRIANGLE provides an experimentation framework that offers a high level of abstraction using a framework that allows for defining and executing experiments in a very straightforward way. The experimentation framework developed as part of the TRIANGLE project optionally keeps experimenters far from the low level configuration of the infrastructure and provides scenarios which reproduce realistic conditions.

ACS Style

Almudena Díaz Zayas; Francisco Javier Rivas Tocado; Pilar Rodríguez. Evolution and Testing of NB-IoT Solutions. Applied Sciences 2020, 10, 7903 .

AMA Style

Almudena Díaz Zayas, Francisco Javier Rivas Tocado, Pilar Rodríguez. Evolution and Testing of NB-IoT Solutions. Applied Sciences. 2020; 10 (21):7903.

Chicago/Turabian Style

Almudena Díaz Zayas; Francisco Javier Rivas Tocado; Pilar Rodríguez. 2020. "Evolution and Testing of NB-IoT Solutions." Applied Sciences 10, no. 21: 7903.

Conference paper
Published: 01 July 2019 in EDULEARN19 Proceedings
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ACS Style

Marina Cortés-Reyes; Carmen Fernández-Gago; Almudena Diaz Zayas; Juana María Rosas. COORDINATION PROBLEMS IN ENGINEERING DEGREES. EDULEARN19 Proceedings 2019, 5445 -5449.

AMA Style

Marina Cortés-Reyes, Carmen Fernández-Gago, Almudena Diaz Zayas, Juana María Rosas. COORDINATION PROBLEMS IN ENGINEERING DEGREES. EDULEARN19 Proceedings. 2019; ():5445-5449.

Chicago/Turabian Style

Marina Cortés-Reyes; Carmen Fernández-Gago; Almudena Diaz Zayas; Juana María Rosas. 2019. "COORDINATION PROBLEMS IN ENGINEERING DEGREES." EDULEARN19 Proceedings , no. : 5445-5449.

Research article
Published: 01 April 2019 in Mobile Information Systems
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This paper describes the end-to-end automation framework developed as part of the TRIANGLE project. The TRIANGLE project is devoted to the benchmarking of apps and devices in mobile networks. For that purpose, it is needed to ensure the repeatability in the behaviour of all the components of the mobile network during the execution of the same test. This is why one of the main objectives of the project was to develop an end-to-end automation framework to provide repeatable testing. This paper describes in detail the design and the implementation of the framework.

ACS Style

Almudena Díaz Zayas; Bruno García García; Pedro Merino. An End-to-End Automation Framework for Mobile Network Testbeds. Mobile Information Systems 2019, 2019, 1 -8.

AMA Style

Almudena Díaz Zayas, Bruno García García, Pedro Merino. An End-to-End Automation Framework for Mobile Network Testbeds. Mobile Information Systems. 2019; 2019 ():1-8.

Chicago/Turabian Style

Almudena Díaz Zayas; Bruno García García; Pedro Merino. 2019. "An End-to-End Automation Framework for Mobile Network Testbeds." Mobile Information Systems 2019, no. : 1-8.

Spin 2018
Published: 01 April 2019 in International Journal on Software Tools for Technology Transfer
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Traditional testing methods for mobile apps focus on detecting execution errors. However, the evolution of mobile networks toward 5G will require additional support for app developers to also ensure good performance and user experience. Manual testing in a number of scenarios is not enough to satisfy the expectations of the apps’ end users. This paper presents the testing framework developed in the TRIANGLE project (https://www.triangle-project.eu/), which integrates a complete mobile network testbed to test, benchmark and certify mobile apps. In this paper, we focus on a recent extension of the TRIANGLE framework that uses model-based testing based on model checking to support the automatic generation of user interactions. We introduce the complete testing framework and the basis of the model-based extension. Finally, we use the testing framework to evaluate the performance of the ExoPlayer app in different network scenarios. ExoPlayer is a video streaming app for Android that implements different adaptive streaming protocols.

ACS Style

Laura Panizo; Almudena Diaz Zayas; Bruno García. Model-based testing of apps in real network scenarios. International Journal on Software Tools for Technology Transfer 2019, 22, 105 -114.

AMA Style

Laura Panizo, Almudena Diaz Zayas, Bruno García. Model-based testing of apps in real network scenarios. International Journal on Software Tools for Technology Transfer. 2019; 22 (2):105-114.

Chicago/Turabian Style

Laura Panizo; Almudena Diaz Zayas; Bruno García. 2019. "Model-based testing of apps in real network scenarios." International Journal on Software Tools for Technology Transfer 22, no. 2: 105-114.

Conference paper
Published: 01 March 2019 in INTED2019 Proceedings
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ACS Style

Marina Cortes-Reyes; Carmen Fernandez-Gago; Almudena Diaz Zayas; Juana Maria Rosas. ENHANCEMENT OF LEARNING SATISFACTION LEVEL OF ENGINEERING UNDERGRADUATE STUDENTS. INTED2019 Proceedings 2019, 5103 -5108.

AMA Style

Marina Cortes-Reyes, Carmen Fernandez-Gago, Almudena Diaz Zayas, Juana Maria Rosas. ENHANCEMENT OF LEARNING SATISFACTION LEVEL OF ENGINEERING UNDERGRADUATE STUDENTS. INTED2019 Proceedings. 2019; ():5103-5108.

Chicago/Turabian Style

Marina Cortes-Reyes; Carmen Fernandez-Gago; Almudena Diaz Zayas; Juana Maria Rosas. 2019. "ENHANCEMENT OF LEARNING SATISFACTION LEVEL OF ENGINEERING UNDERGRADUATE STUDENTS." INTED2019 Proceedings , no. : 5103-5108.

Research article
Published: 18 December 2018 in Wireless Communications and Mobile Computing
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This paper presents the TRIANGLE testbed approach to score the Quality of Experience (QoE) of mobile applications, based on measurements extracted from tests performed on an end-to-end network testbed. The TRIANGLE project approach is a methodology flexible enough to generalize the computation of the QoE for any mobile application. The process produces a final TRIANGLE mark, a quality score, which could eventually be used to certify applications.

ACS Style

Almudena Díaz Zayas; Laura Panizo; Janie Baños; Carlos Cárdenas; Michael Dieudonne. QoE Evaluation: The TRIANGLE Testbed Approach. Wireless Communications and Mobile Computing 2018, 2018, 1 -12.

AMA Style

Almudena Díaz Zayas, Laura Panizo, Janie Baños, Carlos Cárdenas, Michael Dieudonne. QoE Evaluation: The TRIANGLE Testbed Approach. Wireless Communications and Mobile Computing. 2018; 2018 ():1-12.

Chicago/Turabian Style

Almudena Díaz Zayas; Laura Panizo; Janie Baños; Carlos Cárdenas; Michael Dieudonne. 2018. "QoE Evaluation: The TRIANGLE Testbed Approach." Wireless Communications and Mobile Computing 2018, no. : 1-12.

Conference paper
Published: 01 September 2018 in 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
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The mobile Apps market is flourishing and will become an important part of the 5G business model. Ensuring the proper functioning of 5G Apps and services is then paramount and a homogenous testing and certification scheme can help achieve it. Building on the experience on 4G and App testing methodologies, the TRIANGLE project is pursuing the creation of such a 5G certification scheme, together with the development of a testing platform that can make such scheme feasible and practical. In the present paper the initial investigation on the definition of the certification scheme, together with the impact on practical measurement is presented. The YouTube API and ExoPlayer will be used as use cases for extracting a sets of Key Performance Indicators for comparison.

ACS Style

Almudena Diaz Zayas; Andrea F. Cattoni; Carlos Cardenas; Oscar Castaneda; Janie Banos; Pedro Merino; Michael Dieudonne. TRIANGLE: a Platform to Validate 5G KPIs in End to End scenarios. 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) 2018, 1 -7.

AMA Style

Almudena Diaz Zayas, Andrea F. Cattoni, Carlos Cardenas, Oscar Castaneda, Janie Banos, Pedro Merino, Michael Dieudonne. TRIANGLE: a Platform to Validate 5G KPIs in End to End scenarios. 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). 2018; ():1-7.

Chicago/Turabian Style

Almudena Diaz Zayas; Andrea F. Cattoni; Carlos Cardenas; Oscar Castaneda; Janie Banos; Pedro Merino; Michael Dieudonne. 2018. "TRIANGLE: a Platform to Validate 5G KPIs in End to End scenarios." 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) , no. : 1-7.

Conference paper
Published: 25 July 2018 in Inventive Computation and Information Technologies
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As opposed to what other tools in the FIRE community, such as jFed [1], offer to the experimenter, Triangle Portal provides a simplified access to the definition of experiments and can coexist with the current FIRE tools. The way to integrate the Triangle Portal as part of existing experimentation testbeds is to offer a set of “canned” scenarios that will be specified by the Portal users during the phase of definition of their testing campaign. The testbed will then use the API REST provided by the Portal to access the information provided by the experimenter, such as the scenario, the application under test or a file containing the user actions to be replayed during the tests. The testbed will use this information to run the testing campaign and return the test results to the Portal.

ACS Style

Almudena Diaz Zayas; Alberto Salmerón Moreno; Gustavo García Pascual; Pedro Merino Gómez. TRIANGLE Portal: An User-Friendly Web Interface for Remote Experimentation. Inventive Computation and Information Technologies 2018, 110 -117.

AMA Style

Almudena Diaz Zayas, Alberto Salmerón Moreno, Gustavo García Pascual, Pedro Merino Gómez. TRIANGLE Portal: An User-Friendly Web Interface for Remote Experimentation. Inventive Computation and Information Technologies. 2018; ():110-117.

Chicago/Turabian Style

Almudena Diaz Zayas; Alberto Salmerón Moreno; Gustavo García Pascual; Pedro Merino Gómez. 2018. "TRIANGLE Portal: An User-Friendly Web Interface for Remote Experimentation." Inventive Computation and Information Technologies , no. : 110-117.

Conference paper
Published: 16 June 2018 in Privacy Enhancing Technologies
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Traditional testing methods for mobile apps focus on detecting execution errors. However, the evolution of mobile networks towards 5G will require additional support for app developers to ensure also the performance and user-experience. Manual testing in a number of scenarios is not enough to satisfy the expectations of the apps final users. This paper presents the testing framework developed in the TRIANGLE project (https://www.triangle-project.eu/) that integrates a complete mobile network testbed and a model-based testing approach, which is based on model checking, to automatically evaluate the apps performance in different network scenarios.

ACS Style

Laura Panizo; Almudena Diaz Zayas; Bruno García. An Extension of TRIANGLE Testbed with Model-Based Testing. Privacy Enhancing Technologies 2018, 190 -195.

AMA Style

Laura Panizo, Almudena Diaz Zayas, Bruno García. An Extension of TRIANGLE Testbed with Model-Based Testing. Privacy Enhancing Technologies. 2018; ():190-195.

Chicago/Turabian Style

Laura Panizo; Almudena Diaz Zayas; Bruno García. 2018. "An Extension of TRIANGLE Testbed with Model-Based Testing." Privacy Enhancing Technologies , no. : 190-195.

Proceedings article
Published: 27 September 2017 in Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017
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La primera versión de los estándares 3GPPNarrow Band-IoT (NB-IoT) se finalizó en Junio de 2016como parte de la Release 13. NB-IoT es una nueva tecnologíade acceso radio que puede coexistir con los desplieguesactuales de GSM, UMTS y LTE. De hecho, la especificaciónde NB-IoT se ha integrado en los estándares LTE. NBIoTva un paso más allá que la especificación de MTC(Machine Type Communication), enfocándose en dispositivosde extremadamente bajo coste, despliegues masivos y tasas detransmisión reducidas con un ancho de banda de solamente200 kHz (de ahí su nombre). En este artículo realizaremosuna revisión en detalle de las especificaciones 3GPP destacandolas modificaciones necesarias sobre los despliegues LTEtradicionales para proporcionar conectividad a dispositivosde usuario (UEs) Cat-NB1. Asimismo, introduciremos unaperspectiva novedosa sobre las ventajas de usar de nuevasherramientas y soluciones para el análisis y medida decomunicaciones NB-IoT, como el UXM E7515A de KeysightTechnologies, proporcionando también lecciones aprendidasen el incipiente uso de esta nueva tecnología.

ACS Style

Almudena Diaz Zayas; Francisco Javier Rivas Tocado; Pedro Merino Gómez. 3GPP NB-IoT, tecnología y herramientas de medida. Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017 2017, 310 -317.

AMA Style

Almudena Diaz Zayas, Francisco Javier Rivas Tocado, Pedro Merino Gómez. 3GPP NB-IoT, tecnología y herramientas de medida. Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017. 2017; ():310-317.

Chicago/Turabian Style

Almudena Diaz Zayas; Francisco Javier Rivas Tocado; Pedro Merino Gómez. 2017. "3GPP NB-IoT, tecnología y herramientas de medida." Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017 , no. : 310-317.

Proceedings article
Published: 27 September 2017 in Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017
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Se espera que las generaciones venideras degraduados e investigadores de ingeniería desarrollen un conjunto integral de habilidades para adaptarse a la industria delas comunicaciones móviles y a las expectativas del mercado.Para satisfacer estas demandas las universidades tendrán que colaborar e innovar en sus estilos de educación, herramientas de investigación y procesos de aprendizaje. La evolución de la experimentación remota y la disponibilidad de sistemasavanzados de pruebas para comunicaciones móviles ofrecen nuevas oportunidades, como la experimentación con la clase Gigabit LTE-A. En este artículo discutimos cómo este equipo podría ser adoptado con fines educativos y cómo se pueden usar tecnologías de acceso a entornos de investigación federados para proporcionar un acceso remoto y controlado.

ACS Style

Almudena Diaz Zayas; Francisco Javier Rivas Tocado; Pedro Merino. Equipamiento de laboratorio para mejorar el aprendizaje en comunicaciones móviles. Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017 2017, 380 -387.

AMA Style

Almudena Diaz Zayas, Francisco Javier Rivas Tocado, Pedro Merino. Equipamiento de laboratorio para mejorar el aprendizaje en comunicaciones móviles. Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017. 2017; ():380-387.

Chicago/Turabian Style

Almudena Diaz Zayas; Francisco Javier Rivas Tocado; Pedro Merino. 2017. "Equipamiento de laboratorio para mejorar el aprendizaje en comunicaciones móviles." Proceedings XIII Jornadas de Ingenieria Telematica - JITEL2017 , no. : 380-387.

Journal article
Published: 01 September 2017 in Pervasive and Mobile Computing
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ACS Style

Cesar Garcia-Perez; Almudena Diaz-Zayas; Alvaro Rios; Pedro Merino; Kostas Katsalis; Chia-Yu Chang; Shahab Shariat; Navid Nikaein; Pilar Rodriguez; Donal Morris. Improving the efficiency and reliability of wearable based mobile eHealth applications. Pervasive and Mobile Computing 2017, 40, 674 -691.

AMA Style

Cesar Garcia-Perez, Almudena Diaz-Zayas, Alvaro Rios, Pedro Merino, Kostas Katsalis, Chia-Yu Chang, Shahab Shariat, Navid Nikaein, Pilar Rodriguez, Donal Morris. Improving the efficiency and reliability of wearable based mobile eHealth applications. Pervasive and Mobile Computing. 2017; 40 ():674-691.

Chicago/Turabian Style

Cesar Garcia-Perez; Almudena Diaz-Zayas; Alvaro Rios; Pedro Merino; Kostas Katsalis; Chia-Yu Chang; Shahab Shariat; Navid Nikaein; Pilar Rodriguez; Donal Morris. 2017. "Improving the efficiency and reliability of wearable based mobile eHealth applications." Pervasive and Mobile Computing 40, no. : 674-691.