From: A robust modulation classification method using convolutional neural networks
Type | M-ASK | M-FSK | M-PSK | M-QAM | OFDM | LFM | MSK | Total | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SNRte | 2 | 4 | 8 | 2 | 4 | 8 | 2 | 4 | 8 | 4 | 16 | 64 | Â | Â | Â | Â |
− 10 | 0.950 | 0.553 | 0.650 | 1.0 | 1.0 | 0.997 | 1.0 | 0.956 | 0.907 | 0.999 | 0.726 | 0.802 | 0.985 | 1.0 | 1.0 | 0.9017 |
− 8 | 0.979 | 0.579 | 0.670 | 1.0 | 1.0 | 0.997 | 1.0 | 0.997 | 0.953 | 1.0 | 0.845 | 0.848 | 1.0 | 1.0 | 1.0 | 0.9245 |
− 6 | 0.997 | 0.632 | 0.712 | 1.0 | 1.0 | 0.999 | 1.0 | 0.998 | 0.991 | 1.0 | 0.939 | 0.886 | 1.0 | 1.0 | 1.0 | 0.9436 |
− 4 | 1.0 | 0.762 | 0.791 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.993 | 1.0 | 0.98 | 0.957 | 1.0 | 1.0 | 1.0 | 0.9653 |
− 2 | 1.0 | 0.881 | 0.917 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.990 | 1.0 | 1.0 | 1.0 | 0.9859 |
0 | 1.0 | 0.972 | 0.972 | 1.0 | 1.0 | 1.0 | 1.0 | 0.999 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.9962 |
2 | 1.0 | 0.992 | 0.985 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.9984 |
5 | 1.0 | 1.0 | 0.997 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.9998 |
10 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
15 | 1.0 | 1.0 | 0.998 | 1.0 | 1.0 | 0.999 | 1.0 | 1.0 | 0.999 | 1.0 | 1.0 | 1.0 | 1.0 | 0.996 | 1.0 | 0.9995 |
20 | 1.0 | 1.0 | 0.999 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.996 | 1.0 | 0.9999 |