Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition

• Main Authors: Xu, Xinjie, Chen, Zhuangzhi, Xu, Dongwei, Zhou, Huaji, Yu, Shanqing, Zheng, Shilian, Xuan, Qi, Yang, Xiaoniu
• Format: Journal Article
• Language: English
• Published: 05.04.2022
• Subjects: Computer Science - Learning

With the rapid development of deep learning, automatic modulation recognition (AMR), as an important task in cognitive radio, has gradually transformed from traditional feature extraction and classification to automatic classification by deep learning technology. However, deep learning models are da...