A Real-Time Modulation Recognition System Based on Software-Defined Radio and Multi-Skip Residual Neural Network

A Real-Time Modulation Recognition System Based on Software-Defined Radio and Multi-Skip Residual Neural Network

Communication signal modulation recognition has important research value in the fields of cognitive electronic warfare, communication countermeasures and non-collaborative communication. However, traditional signal recognition methods usually suffer some drawbacks, such as low accuracy, poor scalabi...

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Bibliographic Details
Main Authors: Chong Lin, Wenjun Yan, Limin Zhang, Wen Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cognitive radio
modulation recognition
software-defined radio
multi-skip residual neural network
deep learning
non-collaborative communication
Online Access:https://ieeexplore.ieee.org/document/9288796/

Internet

https://ieeexplore.ieee.org/document/9288796/

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