Specific Emitter Identification with Limited Labelled Signals Based on Variational Autoencoder Embedded in Information-Maximising Generative Adversarial Network and Gradient Penalty

<div>t-SNE dimensionality reduction distribution. (a) Feature visualisation with VAE-InfoGAN-GP. (b) Feature visualisation with MAML.</div>

Wireless Communications and Mobile Computing

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Figure 9

Figure 9: Specific Emitter Identification with Limited Labelled Signals Based on Variational Autoencoder Embedded in Information-Maximising Generative Adversarial Network and Gradient Penalty 

Figure 9 | Specific Emitter Identification with Limited Labelled Signals Based on Variational Autoencoder Embedded in Information-Maximising Generative Adversarial Network and Gradient Penalty 