Visualizing Deep Learning-based Radio Modulation Classifier

no code implementations • 3 May 2020 • Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu

Extensive numerical results show both the CNN-based classifier and LSTM-based classifier extract similar radio features relating to modulation reference points.

General Classification

Data Augmentation for Deep Learning-based Radio Modulation Classification

no code implementations • 6 Dec 2019 • Liang Huang, Weijian Pan, You Zhang, LiPing Qian, Nan Gao, Yuan Wu

Deep learning has recently been applied to automatically classify the modulation categories of received radio signals without manual experience.

Classification Data Augmentation +1