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Listar por autor "Baena-Martinez, Eduardo"
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Active Learning Methodology for Expert-Assisted Anomaly Detection in Mobile Communications
Trujillo, José Antonio; De la Bandera Cascales, Isabel; Burgueño Romero, Jesús; Palacios, David; Baena-Martínez, Eduardo (IOAP-MDPI, 2022-12-23)Due to the great complexity, heterogeneity, and variety of services, anomaly detection is becoming an increasingly important challenge in the operation of new generations of mobile communications. In many cases, the ... -
Adquisición de métricas en cloud gaming
Peñaherrera-Pulla, Oswaldo Sebastián; Baena-González, José Carlos; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Tranle, Mai; Barco-Moreno, Raquel[et al.] (2020-10-08)This document presents a Cloud Gaming review and how it works in contrast with the traditional Gaming scenario. Then several platforms that can be used to implement this service are described. Next, it’s exposed the way ... -
Adquisición de métricas para el servicio de Vídeo 360/VR
Peñaherrera-Pulla, Oswaldo Sebastián; Baena-González, José Carlos; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2021-09)Virtual Reality (VR) arises as one of the current cutting-edge technologies. Its applications address educational and entertainment uses. This work presents a framework to assess video 360 service performance over VR ... -
Análisis de Interferencia Cross-Link sobre un escenario 5G mmWave
Tarrías Muñoz, Antonio; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2021-09)The use of Time Division Duplex (TDD) has not been fully adopted by operators in LTE networks and its previous generations. In contrast, the fifth generation (5G) is introducing new technical motivations for its use. In ... -
Análisis del efecto del número de beams sobre un escenario 5G
Tarrías Muñoz, Antonio; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2020-10-02)5G has been presented as the most revolutionary generation in the mobile network paradigm. With regard to the RAN part, the main achieved improvements in comparison with its predecessor are based on the use of mmWaves. To ... -
Assessment of the impact of limited computing resources on vRAN deployment.
Hervás Gutiérrez, María; Baena, Carlos; Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Barco-Moreno, Raquel (2023)The new generation of mobile networks goes beyond radio communications by providing a resilient and flexible architecture. In this context, the virtualization of Radio Access Networks (vRAN) completes the Network Function ... -
Beyond REM: A New Approach to the Use of Image Classifiers for the Management of 6G Networks
Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Muro, Francisco; Baena, Carlos; Barco-Moreno, Raquel (MDPI, 2023-08-29)The management of cellular networks, particularly within the environment rapidly advancing to 6G, presents considerable challenges due to the highly dynamic radio environment. Traditional tools such as Radio Environment ... -
Context-aware novel techniques for advanced cellular network management
Baena-Martínez, Eduardo (UMA Editorial, 2023)El continuo aumento del tráfico en las redes móviles, debido a la adopción masiva de dispositivos que requieren conectividad de banda ancha, ha dado lugar a una infraestructura amplia y compleja, cuya gestión supone un ... -
Desarrollo de un simulador de nivel de enlace del estándard AFDX
Villegas, Javier; Fortes-Rodríguez, Sergio; Baena-González, José Carlos; Baena-Martínez, Eduardo; Ortiz, Rafael; Colomer, Benjamín; Barco-Moreno, Raquel[et al.] (2020-10-02)This paper presents a link level implementation of a system-level Avionics Full-Duplex Switched (AFDX) network simulator. The simulator features two main elements, the End-System and the AFDX switch. It is proposed as a ... -
Estimación de KQIs en base a trazas de aplicación móvil
Moreno Sancho, Alejandro Antonio; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Pareja Peña, Francisco Javier; Barco-Moreno, Raquel (2021-09)La creciente complejidad de las redes móviles, aun más con el desarrollo del 5G, dificulta la relación de las tradicionales métricas radio de capas bajas utilizadas hasta ahora, con la calidad real del usuario. Estas medidas ... -
Estimación de KQIs para servicio de Vídeo - 360
Peñaherrera-Pulla, Oswaldo Sebastián; Baena-González, José Carlos; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2022-09)The evolution of mobile networks has led to great opportunities for the development of cutting-edge services. One of these is 360-Video, which is an application of VR (Virtual Reality) technology that intends for displaying ... -
Estimación de métricas de video streaming para “Network Slicing”
Baena-González, José Carlos; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2019-10-30)The use of multimedia content has hugely increased in recent times, becoming in one of the most used and important service for the users of mobile networks. Consequently, network operators struggle to optimize their ... -
Evaluación de la influencia de los recursos computacionales en la QoE del servicio.
Baena-González, José Carlos; Hervás Gutiérrez, María; Baena-Martínez, Eduardo; Villegas, Javier; Barco-Moreno, Raquel; Fortes-Rodríguez, Sergio[et al.] (2023)The new generation of mobile networks goes beyond radio communications by providing a resilient and flexible architecture. In this context, the virtualization of Radio Access Networks (vRAN) completes the Network Func4on ... -
Evaluación del impacto del Noisy Neighbour en redes móviles virtualizadas
Muro, Francisco; Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Mikkelsen, Lars; Dieudonne, Michael; Torrecilla, Joaquín; Sethu, Ashok; Barco-Moreno, Raquel[et al.] (2021-09)The enhancement of virtualization in new generation cellular networks involves the arising of new paradigms in network management. Network Slicing is known as one of the key enablers for the wide range of different high ... -
Evaluacion del servicio Cloud Gaming para diferentes tecnologías de acceso
Baena-González, José Carlos; Peñaherrera-Pulla, Oswaldo Sebastián; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Barco-Moreno, Raquel (2021-09)The video game sector is one of the fastest growing industries in recent times and one with the most solid expectations to continue expanding in the following years. One key element in the future of these applications is ... -
Gestión de redes 5G basada en clasificadores de imágenes de aprendizaje profundo
Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Muro, Francisco; Baena-González, José Carlos; Barco-Moreno, Raquel (2022-09)Los enfoques tradicionales de resolución de problemas de la red celular se han basado en el análisis de alarmas o métricas de rendimiento para identificar la causa de los fallos de la red. A diferencia de este esquema, la ... -
GPPP y SDR como una potente herramienta científica
Baena-González, José Carlos; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Bejarano-Luque, Juan Luis; Tranle, Mai; Barco-Moreno, Raquel[et al.] (2020-10-02)One of the greatest problems in mobile networks that researchers have always faced on, is the difficulty of obtaining data from a real network. The limited access to commercial networks or the high prices which presents ... -
Impacto de la asignación de recursos CPU sobre el rendimiento de la vRAN en O-Cloud.
Hervás Gutiérrez, María; Baena-Martínez, Eduardo; Baena-González, José Carlos; Villegas Carrasco, Javier; Barco-Moreno, Raquel; Fortes-Rodríguez, Sergio[et al.] (2023)The need for mobile operators to have an infrastructure that can handle everincreasing traffic and support the development of more demanding services at lower costs has led to the emergence of the O-RAN paradigm. This ... -
Impacto de tráfico XR (eXtended Reality) en entornos Wi-Fi.
Pulido Alegre, José; Fortes-Rodríguez, Sergio; Baena-Martínez, Eduardo; Peñaherrera-Pulla, Oswaldo Sebastián; Fernández-Durán, Alfonso; Barco-Moreno, Raquel[et al.] (2023)The objective of this study is to investigate the impact of eXtended Reality (XR) traffic on Wi-Fi networks and provide insights to improve the performance of XR applications. A network simulator was used to model Wi-Fi ... -
Infraestructura 5G Standalone para Investigación y Desarrollo
Tarrías Muñoz, Antonio; Baena-Martínez, Eduardo; Fortes-Rodríguez, Sergio; Barco-Moreno, Raquel (2022-09)The deployment of 5G infrastructures has been notably addressed during the last years. In contrast, most of the cellular operators are opting for deploying 5G Non- Standalone (NSA), which relies on LTE as anchor technology ...