Table 3 The average classification performance of different networks on different SNR.

From: An ultra lightweight neural network for automatic modulation classification in drone communications

Model

[− 20dB, − 2dB] Accuracy (%)

[0dB, 18dB] accuracy (%)

ULNN

33.77

91.89

MCNet

32.23

84.63

MCLDNN

32.47

91.97

IQCLNet

32.20

90.14

CLDNN

31.79

88.57

FastMLDNN

34.78

91.24

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