A DDPG-based reinforcement learning framework is proposed to jointly optimize beamforming and pinching antenna positions for maximizing average sum rate in mobile-user pinching antenna systems under QoS constraints.
Massive MIMO: An Overview, Recent Challenges, and Future Research Directions
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Joint Beamforming and Antenna Placement Optimization in Pinching Antenna Systems with User Mobility: A Deep Reinforcement Learning Approach
A DDPG-based reinforcement learning framework is proposed to jointly optimize beamforming and pinching antenna positions for maximizing average sum rate in mobile-user pinching antenna systems under QoS constraints.