Short wave protocol signals recognition based on Swin-Transformer

Short wave protocol signals recognition based on Swin-Transformer

Aiming at the problem that it is difficult to identify the protocol to which the signal belongs in the complex SW channel environment, a SW protocol signal recognition algorithm based on Swin-Transformer neural network model was proposed.Firstly, the gray-scale time-frequency map of the signal was o...

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Bibliographic Details
Main Authors: Zhengyu ZHU, Pengfei CHEN, Zixuan WANG, Kexian GONG, Di WU, Zhongyong WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-11-01
Series:Tongxin xuebao
Subjects:
SW protocol signals recognition
neural network
time frequency analysis
multipath delay fading
Swin-Transformer
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022209/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022209/

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