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Table 1 DL methods for CF M-MIMO systems

From: The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems

Applications DL architectures Research papers
Resource allocation FFNNs, LSTM, RL [25,26,27,28,29,30,31,32,33,34,35]
Channel estimation FFNN, CNN, Unsupervised Learning [36,37,38,39,40]
Federated learning FL [41, 42]
Other FFNN, RL [43, 44]