Emad Addin Al-Sharafi

Energy-Efficient, Fair, and QoS-Aware RL-Based Power Control for Massive MIMO Networks

Massive MIMO networks require power-control schemes that jointly account for energy efficiency, inter-cell interference, fairness, and time-varying QoS constraints under mobility and traffic dynamics. This paper proposes a deep reinforcement learning (DRL) framework for downlink power control in a realistic multi-cell...