A SAC-based link adaptation agent that picks transmit power and blocklength from the observed SINR reduces consecutive packet outages and cuts energy use to about 18 percent of a full-resource policy in simulation.
A survey on spectrum management in cognitive radio networks,
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Towards Ultra-Reliable 6G in-X Subnetworks: Dynamic Link Adaptation by Deep Reinforcement Learning
A SAC-based link adaptation agent that picks transmit power and blocklength from the observed SINR reduces consecutive packet outages and cuts energy use to about 18 percent of a full-resource policy in simulation.