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eess.SP2023
Semi-Supervised Learning via Swapped Prediction for Communication Signal Recognition
Weidong Wang, Hongshu Liao, Lu Gan
Deep neural networks have been widely used in communication signal recognition and achieved remarkable performance, but this superiority typically depends on using massive examples…
eess.SP2023
Radio Generation Using Generative Adversarial Networks with An Unrolled Design
Weidong Wang, Jiancheng An, Hongshu Liao +2
As a revolutionary generative paradigm of deep learning, generative adversarial networks (GANs) have been widely applied in various fields to synthesize realistic data. However, it…
eess.SP2023★ 1 cited
Semi-Supervised RF Fingerprinting with Consistency-Based Regularization
Weidong Wang, Cheng Luo, Jiancheng An +3
As a promising non-password authentication technology, radio frequency (RF) fingerprinting can greatly improve wireless security. Recent work has shown that RF fingerprinting based…