no code implementations • 6 Jan 2024 • João Borges, Felipe Bastos, Ilan Correa, Pedro Batista, Aldebaro Klautau
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.
1 code implementation • 12 Dec 2023 • Leonardo Pedroso, Pedro Batista, Markos Papageorgiou
To cope with varying and highly uncertain traffic patterns, a novel network-wide traffic signal control strategy based on the store-and-forward model of a traffic network is proposed.
1 code implementation • IEEE Transactions on Wireless Communications 2023 • Cleverson V. Nahum, Victor Hugo Lopes, Ryan M. Dreifuerst, Pedro Batista, Ilan Correa, Kleber V. Cardoso, Aldebaro Klautau, and Robert W. Heath Jr
In this scenario, radio resource scheduling (RRS) is responsible for dealing with scarce and limited frequency spectrum resources available at the RAN domain while fulfilling the slice intents.
1 code implementation • 29 Sep 2022 • Leonardo Pedroso, Pedro Batista
A distributed and decentralized receding horizon control solution is put forward, which: i) takes communication delays into account; ii) allows local communication exclusively; and iii) whose computational and memory requirements in each computational unit do not scale with the dimension of the network.
no code implementations • 9 Jun 2021 • Aldebaro Klautau, Pedro Batista, Nuria Gonzalez-Prelcic, Yuyang Wang, Robert W. Heath Jr
The increasing complexity of configuring cellular networks suggests that machine learning (ML) can effectively improve 5G technologies.