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Fairness-Guided DQN-Based TXOP Control for NR-U/Wi-Fi Coexistence

Chou, Po-Heng et al.
arXiv (All) · Papers
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68t05c-2-1c-4i-2-6machine-learningnetworking-and-internet-architecturesystems-and-control
New Radio operating in unlicensed spectrum (NR-U) and Wi-Fi employ different contention parameters and channel-occupancy durations, which can produce severe coexistence imbalance. This correspondence develops a fairness-guided deep Q-network (DQN) that adjusts the NR-U transmission opportunity (TXOP
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