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Fig 1.

MIMO structure.

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Fig 2.

OFDM structure diagram.

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Fig 3.

CSD model based on data-driven approach.

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Fig 4.

CSD optimization with Multi-DNN fusion.

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Fig 5.

Internal architecture of Multi-DNN.

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Fig 6.

Internal structure of DCNet.

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Fig 7.

Optimization process of DCNet for OFDM.

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Fig 8.

Detection accuracy of each model on the training and testing sets.

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Fig 9.

SER of each model on the dataset.

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Fig 10.

Throughput of each model on the two sets.

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Fig 11.

Throughput of each model on the two sets.

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Table 1.

Signal acquisition equipment and its parameters.

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Table 1 Expand

Fig 12.

Detection accuracy of various models in different signal types.

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Fig 13.

FDR and MDR of the model in two signal types.

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Table 2.

Evaluation of resource consumption of the model.

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Table 2 Expand