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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]