Modulation recognition with pre-denoising convolutional neural network

Modulation recognition (MR) is an important technology in modern communication systems. Traditional MR methods can be categorised as the maximum likelihood hypothesis, pattern recognition, and deep learning-based methods. The authors can achieve high-recognition accuracy when the signal-to-noise ratio (SNR) is high. However, their recognition accuracy is greatly reduced when the SNR is low, especi...