Listar por autor "Burgueño Romero, Jesús"
Mostrando ítems 1-10 de 10
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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 ... -
Autonomous monitoring framework for cellular networks
Trujillo, José Antonio; De la Bandera Cascales, Isabel; Burgueño Romero, 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) ... -
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; Barco-Moreno, Raquel[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 ... -
Machine Learning based Solutions for 5G Network Self-Management
(UMA Editorial, 2023-03-15)La primera parte de esta tesis se enfoca en el desarrollo de técnicas de auto-optimización que permitan optimizar la gestión de los recursos en escenarios donde la multi-conectividad se encuentra habilitada. Con este fin ... -
Método de posicionamiento de drones LTE-5G para compensación de fallos en situaciones de emergencia
Romero, Ana Rosa; Burgueño Romero, 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 ... -
Online Anomaly Detection System for Mobile Networks
Burgueño Romero, Jesús; De la Bandera Cascales, Isabel; Mendoza, Jessica; Palacios, David; Morillas, Cesar; Barco-Moreno, Raquel[et al.] (MDPI, 2020)
The arrival of the Fifth-Generation (5G) standard has further accelerated the need for operators to improve the network capacity. With this purpose, mobile network topologies with smaller cells are being currently deployed ... -
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 ... -
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. ...