TL;DR研究使用深度学习进行无线信号调制识别的有效性,并在现有框架的基础上开发出结合Residual Networks、Densely Connected Networks以及Convolutional Long Short-term Deep Neural Network的架构,使得高信噪比下的准确率达到了88.5%。
Abstract
In this work, we investigate the value of employing deep learning for the task of wireless signal modulation recognition. Recently in [1], a framework has been introduced by generating a dataset using GNU radio t