Search Results for author: Gilberto Berardinelli

Found 5 papers, 1 papers with code

Control-Aware Transmit Power Allocation for 6G In-Factory Subnetwork Control Systems

no code implementations18 May 2024 Daniel Abode, Pedro Maia de Sant Ana, Alexander Artemenko, Ramoni Adeogun, Gilberto Berardinelli

In this paper, we develop a novel power control solution for subnetworks-enabled distributed control systems in factory settings.

Bayesian Optimization

Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G Subnetworks

no code implementations13 Dec 2023 Daniel Abode, Ramoni Adeogun, Lou Salaün, Renato Abreu, Thomas Jacobsen, Gilberto Berardinelli

In this paper, we present an unsupervised approach for frequency sub-band allocation in wireless networks using graph-based learning.

On the required radio resources for ultra-reliable communication in highly interfered scenarios

no code implementations10 Jun 2023 Gilberto Berardinelli, Ramoni Adeogun

Future wireless systems are expected to support mission-critical services demanding higher and higher reliability.

Power Control for 6G Industrial Wireless Subnetworks: A Graph Neural Network Approach

1 code implementation30 Dec 2022 Daniel Abode, Ramoni Adeogun, Gilberto Berardinelli

Interference management techniques such as centralized power control can improve spectral efficiency in dense deployments of such subnetworks.

Graph Neural Network Management

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