Research Article
A Radar Signal Recognition Approach via IIF-Net Deep Learning Models
Table 5
Recognition accuracy rates of other CNNs (%).
| SNR (dB) | ResNet50 | ResNet101 | ResNet152 | VGG16 | VGG19 | IIF-Net56 |
| −10 | 90.49 | 90.85 | 91.24 | 86.85 | 88.59 | 92.36 | −8 | 92.68 | 93.79 | 94.46 | 89.26 | 90.27 | 94.55 | −6 | 94.65 | 95.15 | 96.31 | 92.57 | 94.16 | 96.53 | −4 | 97.47 | 97.83 | 98.52 | 95.61 | 96.54 | 99.36 | −2 | 98.87 | 99.26 | 99.49 | 98.42 | 99.62 | 99.74 | 0 | 99.51 | 100 | 100 | 99.53 | 99.75 | 100 | 2 | 100 | 100 | 100 | 100 | 100 | 100 | 4 | 100 | 100 | 100 | 100 | 100 | 100 | 6 | 100 | 100 | 100 | 100 | 100 | 100 |
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