Electromagnetic Signal Intelligent Identification Based on Radio Frequency Fingerprints

Table 1

Complex-ResNet and parameter setting.

Model structure	Active layer	Output size	Number of parameters
	Complex residuals module	(None,512,32)	10432
	Complex residuals module	(None,256,32)	10912
	Complex residuals module	(None,128,32)	10912
	Complex residuals module	(None,64,32)	10912
	Complex fully connected layer	(None,256)	262400
	Complex fully connected layer	(None,256)	33024
	SoftMax layer	(None,200)	25800