Table 3 CC-MSNet spatial feature extraction module network.

From: A complex-valued convolutional fusion-type multi-stream spatiotemporal network for automatic modulation classification

Network model framework

Model structure

1

MSSM + LSTM + LSTM + FC

2

MSSM + LSTM + Bi-LSTM + FC

3

MSSM + LSTM + Bi-LSTM + FC + FC

4

MSSM + LSTM + Gaussian noise + Bi-LSTM + FC

5

MSSM + LSTM + Gaussian noise + Bi-LSTM + FC + Gaussian noise