IEEE

Prospective UAV-Assisted Positioning Architecture and Technologies for 6G Network Edge

Abstract: Positioning enhancement remains a pivotal technology in the evolution of both the fifth-generation advanced (5G-A) and 6G mobile communication networks, expected to offer users broader ...
IEEE

Multi-UAV Cooperative Search in Multi-Layered Aerial Computing Networks: A Multi-Agent Deep Reinforcement Learning Approach

Abstract: Multi-UAV Cooperative Search (MCS) can significantly enhance the efficiency and effectiveness of search by enabling multiple unmanned aerial vehicles (UAVs) to collaborate in conducting ...
GitHub

Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks

This project presents a Hierarchical Deep Reinforcement Learning (HDRL) framework designed to efficiently manage spectrum sharing in an integrated terrestrial and non-terrestrial network (TN-NTN) ...