A DRL algorithm optimizes pinching-antenna positions, transmit power, and time-switching ratios in energy-harvesting NOMA systems to improve energy efficiency over fixed-antenna baselines.
Resource allocation for downlink NOMA systems: Key techniques and open issues,
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AI-Empowered Resource Allocation for Wirelessly Powered Pinching-Antenna Systems
A DRL algorithm optimizes pinching-antenna positions, transmit power, and time-switching ratios in energy-harvesting NOMA systems to improve energy efficiency over fixed-antenna baselines.