ListarIngeniería de Comunicaciones - (IC) por tema "Machine Learning"
Mostrando ítems 1-8 de 8
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Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning.
(Elsevier, 2020-01-07)Despite subjects with Dominantly-Inherited Alzheimer’s Disease (DIAD) represent less than 1% of all Alzheimer’s Disease (AD) cases, the Dominantly Inherited Alzheimer Network (DIAN) initiative constitutes a strong impact ... -
Context-aware novel techniques for advanced cellular network management
(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 ... -
Data-Driven Self-Management of Cellular Radio Access Networks.
(UMA Editorial, 2023)En la actualidad, las redes de comunicaciones móviles están experimentando grandes cambios para hacer frente a la creciente demanda de servicios móviles. Como resultado, el tamaño y la complejidad de estas redes ha crecido ... -
Evaluación del impacto del Noisy Neighbour en redes móviles virtualizadas
(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 ... -
ML-based network management framework for XR services.
(2023)This work presents a novel framework designed for the management of XR (Extended Reality) services for B5G/6G network paradigms. These networks will enable its near-future deployment to change the concept of the XR experiences ... -
Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing.
(IEEE, 2024)This paper introduces a Multi-Agent Deep Rein- forcement Learning (MA-DRL) approach for routing in Low Earth Orbit Satellite Constellations (LSatCs). Each satellite is an independent decision-making agent with a partial ... -
Posicionamiento 5G con mapas radio incompletos.
(2023)Precise positioning will play a key role in future 5G/6G services. The upcoming location-based services drive the necessity of high-precision positioning to indoors. In fingerprinting, which is the most commonly used indoor ... -
Predicción de métricas de red celular basada en información social
(2020-10-05)Recent years have seen a massive increase of mobile network users, which can overwhelm the network capacities if an unexpectedly large amount of devices connect to it at the same time, resulting in lower quality of service. ...