• Autonomous monitoring framework for cellular networks 

      Trujillo, José Antonio; De la Bandera Cascales, Isabel; Burgueño, Jesús; Palacios, David; Barco-Moreno, Raquel (2022-07)
      The arrival of a new generation of mobile networks as 5G (5th Generation), brings with it greater complexity in the management of the network due to new services and scenarios. In this context, SON (Self-Organizing Networks) ...
    • Detection and compensation methods for self-healing in self-organizing networks 

      De la Bandera Cascales, Isabel (UMA Editorial, 2017)
      Uno de los elementos clave en la definición de los recientes estándares de comunicaciones móviles del 3rd Generation Partnership Project (3GPP), LTE (Long Term Evolution) y LTEAdvanced, es la consideración de funciones ...
    • Distributed deep reinforcement learning resource allocation scheme for industry 4.0 Device-To-Device scenarios 

      Burgueño Romero, Jesús; Adeogun, Ramoni; Liborius Bruun, Rasmus; Morejón García, C. Santiago; De la Bandera Cascales, Isabel; [et al.] (2021)
      This paper proposes a distributed deep reinforcement learning (DRL) methodology for autonomous mobile robots (AMRs) to manage radio resources in an indoor factory with no network infrastructure. Hence, deep neural networks ...
    • Gestión de la activación de celdas secundarias en un escenario Dual Connectivity entre 4G y 5G 

      Gómez Belmonte, José María; De la Bandera Cascales, Isabel; Outes, José; Mendo, Adriano; Ramiro, Juan; [et al.] (2021-09)
      A major roll-out of 5G networks is currently underway around the world. In the first instance, users will connect to the 5G network in a non stand-alone mode. This paper presents a study on the optimization of the event ...
    • Impacto de la configuración de parámetros de antena en un escenario de multiconectividad 

      De la Bandera Cascales, Isabel; Toril-Genoves, Matias; Pastor Guerrero, Carmen; Barco-Moreno, Raquel (2021-09-20)
      New mobile network generation has brought a significant increase in the complexity of the management tasks due to the variety and heterogeneity of services and scenarios. In this new context, network optimization in terms ...
    • Método de posicionamiento de drones LTE-5G para compensación de fallos en situaciones de emergencia 

      Romero, Ana Rosa; Burgueño, Jesús; De la Bandera Cascales, Isabel; Barco-Moreno, Raquel (2022-09)
      The failures resulting from cells outages or the partial loss of communications infrastructures make it impossible to serve users in the affected area. Such services would allow them to establish communication in order to ...
    • Metodología de monitorización autónoma de redes móviles 

      Trujillo Saborido, José Antonio; De la Bandera Cascales, Isabel; Burgueño Romero, Jesús; Palacios, David; Barco-Moreno, Raquel (2021-09)
      The fifth generation (5G) of mobile networks leads to novel services and heterogeneous scenarios that increase the complexity of management and orchestration tasks. In this context, Self-Organizing Networks (SON) are highly ...
    • Modelado de TCP en un entorno celular con dual connectivity 

      Burgueño Romero, Jesús; Palacios, David; De la Bandera Cascales, Isabel; Barco-Moreno, Raquel (2018-10-03)
      This paper proposes a TCP implementation in a system-level simulator. This LTE-Advanced simulator provides Dual Connectivity (DC), which allows user equipments (UEs) to receive data simultaneously from two evolved NodeBs ...
    • Next-Generation Self-Organizing Networks through a Machine Learning Approach 

      Palacios, David (UMA Editorial, 2018-12-17)
      Para reducir los costes de gestión de las redes celulares, que, con el tiempo, aumentaban en complejidad, surgió el concepto de las redes autoorganizadas, o self-organizing networks (SON). Es decir, la automatización de ...
    • Optimización de la calidad de experiencia en escenarios de multiconectividad 

      De la Bandera Cascales, Isabel; Palacios, David; Burgueño Romero, Jesús; Barco-Moreno, Raquel (2019-10-30)
      The vertiginous evolution of mobile communications networks is affecting not only the complexity and size of them, but also the way that these new networks have to be managed. Nowadays, the network management, and specially ...
    • Optimización de la QoE de un servicio de vídeo streaming en un entorno celular 

      Mendoza Ruiz, Jéssica; Herrera-García, Ana; Palacios, David; De la Bandera Cascales, Isabel; Barco-Moreno, Raquel (2018-10-03)
      The rising traffic demand in mobile communications networks, as well as the increase in the number of available services and the expectations of users have led operators to seek new techniques to optimize mobile networks. ...
    • Reparto de tráfico basado en métricas de rendimiento en escenarios con multiconectividad 

      Burgueño Romero, Jesús; De la Bandera Cascales, Isabel; Palacios, David; Barco-Moreno, Raquel (2019-10-30)
      Multi-connectivity (MC) is one of the most relevant features to be introduced in 5G networks, allowing users to simultaneously aggregate radio resources from several network nodes to improve both reliability and data rates. ...
    • Selección automática de características para una gestión proactiva eficiente de redes 5G 

      Mendoza, Jessica; Palacios, David; De la Bandera Cascales, Isabel; Barco-Moreno, Raquel (2019-10-30)
      The growth in the number of services, functionalities and users expected with the arrival of the 5th Generation (5G) of mobile communications networks will produce an increase in the complexity of the network management ...
    • Sistema de Soporte a la Decisión para la gestión de fallos y optimización en redes móviles 

      Peña, Juan Manuel; De la Bandera Cascales, Isabel; Trujillo, José Antonio; Palacios, David; Barco-Moreno, Raquel (2021-09)
      Unlike previous generations of mobile communications, 5G is intended to cover a wide variety of scenarios and services with different characteristics and requirements. In this context, the network management team tasks are ...
    • Sistema para la detección y clasificación de patrones de celdas en redes móviles 

      Trujillo, José Antonio; De la Bandera Cascales, Isabel; Palacios, David; Barco-Moreno, Raquel (2020-09-18)
      The new 5th generation (5G) mobile networks will bring multiple services and heterogeneous scenarios that will provide large amount of data. In this context, automatic solutions to analyze such amount of data will allow ...
    • Smart Solar Micro-exchangers for Sustainable Mobility of University Camps 

      Rosa-Jimenez, Carlos Jesus; De la Bandera Cascales, Isabel; Mora-Lopez, Llanos; Sidrach-de-Cardona-Ortin, Mariano; Alvarez-Gil, Antonio; [et al.] (2020-09-14)
      A significant number of universities have several campuses located in urban or rural settings, or with scattered university buildings that require the use of means of transportation. This implies the mobility and potential ...