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Bac Trinh-Nguyen

High-accuracy AoA-based Localization using Hierarchical ML Classifiers in Outdoor Environments

This paper presents a machine learning–driven localization framework that leverages Angle of Arrival (AoA) as a robust feature extracted from massive MIMO OFDM channel state information (CSI). The goal is to enable accurate user or device localization in complex outdoor… Read More »High-accuracy AoA-based Localization using Hierarchical ML Classifiers in Outdoor Environments

A Framework for Global Trust and Reputation Management in 6G Networks

This paper examines how future 6G networks—expected to function as large-scale cyber-physical systems—will require more advanced trust and reputation management mechanisms than those used today. As autonomous vehicles, drones, robots, and other intelligent agents collaborate in real time, the accuracy… Read More »A Framework for Global Trust and Reputation Management in 6G Networks