Rate Control for RIS-Empowered Multi-Cell Dual-Connectivity HetNets: A Distributed Multi-Task DRL Approach

A Alwarafy, M Abdallah, N Al-Dhahir… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Heterogeneous wireless networks (HetNets), where networks are deployed with ultra-dense
small cells (SCs), is one of the main enabling technologies for future wireless networks. In …

Novel Approach for Curbing Unfair Energy Consumption and Biased Model in Federated Edge Learning

A Albaseer, AM Seid, M Abdallah… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Researchers and practitioners have recently shown interest in deploying federated learning
for enhanced privacy preservation in wireless edge networks. In such settings, resource …