Multi-domain-fusion deep learning for automatic modulation recognition in spatial cognitive radio

Abstract Automatic modulation recognition (AMR) is a critical technology in spatial cognitive radio (SCR), and building high-performance AMR model can achieve high classification accuracy of signals. AMR is a classification problem essentially, and deep learning has achieved excellent performance in...

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Bibliographic Details
Main Authors: Shunhu Hou, Yaoyao Dong, Yuhai Li, Qingqing Yan, Mengtao Wang, Shengliang Fang
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-37165-2