5 papers
An O-RAN-Assisted MARL Approach for Dynamic Sidelink and Infrastructure Selection in V2X Communications
Maria Katarine Santana Barbosa, Kelvin Lopes Dias
Future applications in the 6G-based Internet of Vehicles will leverage sidelink (SL) transmissions in Vehicle-to-Everything (V2X) scenarios. However, SL-based direct communication…
AgentxGCore: Agentic AI for Next-Generation Mobile Core Network
Maria Katarine Santana Barbosa, Kelvin L. Dias
To meet the stringent requirements of emerging applications and the increasingly complex network management and operation, the Next Generation Mobile Networks (NextG), or 6G, will…
A 5G-Edge Architecture for Computational Offloading of Computer Vision Applications
Marcelo V. B. da Silva, Maria Barbosa, Anderson Queiroz +1
Processing computer vision applications (CVA) on mobile devices is challenging due to limited battery life and computing power. While cloud-based remote processing of CVA offers ab…
Open-Source 5G Core Platforms: A Low-Cost Solution and Performance Evaluation
Maria Barbosa, Marcelo Silva, Ednelson Cavalcanti +1
An essential component for the Fifth Generation of Mobile Networks deployments is the 5G Core (5GC), which bridges the 5G Radio Access Network (RAN) to the rest of the Internet. So…
Open RAN-Enabled Deep Learning-Assisted Mobility Management for Connected Vehicles
Maria Barbosa, Kelvin Dias
Connected Vehicles (CVs) can leverage the unique features of 5G and future 6G/NextG networks to enhance Intelligent Transportation System (ITS) services. However, even with advance…