Ilan Correa
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View article: Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis
Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis Open
The advent of fifth-generation (5G) and Beyond 5G (B5G) networks introduces diverse service requirements, from ultra-low latency to high bandwidth, demanding dynamic monitoring and advanced solutions to ensure Quality of Service (QoS). The…
View article: Machine Learning-Based mmWave MIMO Beam Tracking in V2I Scenarios: Algorithms and Datasets
Machine Learning-Based mmWave MIMO Beam Tracking in V2I Scenarios: Algorithms and Datasets Open
This work investigates the use of machine learning applied to the beam tracking problem in 5G networks and beyond. The goal is to decrease the overhead associated to MIMO millimeter wave beamforming. In comparison to beam selection (also c…
View article: CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital Twins
CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital Twins Open
Digital twins are an important technology for advancing mobile communications, specially in use cases that require simultaneously simulating the wireless channel, 3D scenes and machine learning. Aiming at providing a solution to this deman…
View article: A SBC-Based Data Acquisition System: A Case Study on Smart Reclosers and Multiagent Systems
A SBC-Based Data Acquisition System: A Case Study on Smart Reclosers and Multiagent Systems Open
Efficiently handling faults and analyzing signals in power distribution systems is a persistent challenge. Previous studies proposed using smart devices, but most evaluations considered simulated environments. In this paper, we propose a n…