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