A serverless peer-to-peer critic-sharing framework coordinates massive-MIMO scheduling, power, and beamforming across independent RAN controllers with compressed exchange and conditional convergence guarantees.
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FedCritic-MIMO: Communication-Efficient Serverless Federated Critic Learning for Massive-MIMO Resource Control in Open and Disaggregated 6G RANs
A serverless peer-to-peer critic-sharing framework coordinates massive-MIMO scheduling, power, and beamforming across independent RAN controllers with compressed exchange and conditional convergence guarantees.