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EURASIP Journal on Wireless Communications and Networking
Fig. 4 | EURASIP Journal on Wireless Communications and Networking

Fig. 4

From: Generative adversarial network-based rogue device identification using differential constellation trace figure

Fig. 4

D(x) of some pairs of recognized devices (blue bars) and rogue devices (red bars). The distribution of D(x) of some devices is shown in this figure. The blue bar in each sub-figure represents a recognized device and the red bar represents a rogue device for comparison. The abscissa indicates the value of D(x) and the ordinate indicates the frequency of occurrence of each value. The data is collected in a 30dB environment and the discriminator is trained for 5 epochs. The recognized and rogue devices were randomly selected from 54 devices

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