33 citations · 96 across the 7 of their papers we have counts for
6 papers · 1 filter
Graph Neural Networks for O-RAN Mobility Management: A Link Prediction Approach
Ana Gonzalez Bermudez, Miquel Farreras, Milan Groshev +3
Mobility performance has been a key focus in cellular networks up to 5G. To enhance handover (HO) performance, 3GPP introduced Conditional Handover (CHO) and Layer 1/Layer 2 Trigge…
Modeling of Key Quality Indicators for End-to-End Network Management: Preparing for 5G
Ana Herrera-Garcia, Sergio Fortes, Eduardo Baena +3
Thanks to evolving cellular telecommunication networks, providers can deploy a wide range of services. Soon, 5G mobile networks will be available to handle all types of services an…
Evaluation of Mobile Network Slicing in a Logistics Distribution Center
David Segura, Emil J. Khatib, Raquel Barco
Logistics is a key economic sector where any optimization that reduces costs or improves service has a great impact on society at large. In this paper, the role of two 5G Network S…
ML-powered KQI estimation for XR services. A case study on 360-Video
O. S. Peñaherrera-Pulla, Carlos Baena, Sergio Fortes +1
The arise of cutting-edge technologies and services such as XR promise to change the concepts of how day-to-day things are done. At the same time, the appearance of modern and dece…
Applying Social Event Data for the Management of Cellular Networks
Sergio Fortes, David Palacios, Inmaculada Serrano +1
Internet provides a growing variety of social data sources: calendars, event aggregators, social networks, browsers, etc. Also, the mechanisms to gather information from these sour…
Estimation of Video Streaming KQIs for Radio Access Negotiation in Network Slicing Scenarios
Carlos Baena, Sergio Fortes, Eduardo Baena +1
The use of multimedia content has hugely increased in recent times, becoming one of the most important services for the users of mobile networks. Consequently, network operators st…