2 papers
cs.NI2025
Power Control Based on Multi-Agent Deep Q Network for D2D Communication
Shi Gengtian, Takashi Koshimizu, Megumi Saito +3
In device-to-device (D2D) communication under a cell with resource sharing mode the spectrum resource utilization of the system will be improved. However, if the interference gener…
eess.SY2025
Deep Q-Network for Optimizing NOMA-Aided Resource Allocation in Smart Factories with URLLC Constraints
Shi Gengtian, Jiang Liu, Shigeru Shimamoto
This paper presents a Deep Q-Network (DQN)- based algorithm for NOMA-aided resource allocation in smart factories, addressing the stringent requirements of Ultra-Reliable Low-Laten…