• 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 ...
    • Metodología de monitorización autónoma de redes móviles 

      Trujillo Saborido, José Antonio; De la Bandera Cascales, Isabel; Burgueño Romero, Jesús; Palacios Campo, 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 ...
    • 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 Campo, 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 ...