Feixiang Luo

Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio

2019 · The Journal of Engineering

In this article, a machine learning method to classify signal with Gaussian noise based on denoising auto encoder (DAE) and convolutional neural network (CNN) is proposed. We combine denoising autoencoder's denoising ability with CNN's feature …