A radar waveform recognition method based on ambiguity function generative adversarial network data enhancement under the condition of small samples

A radar waveform recognition method based on ambiguity function generative adversarial network data enhancement under the condition of small samples

Abstract This study proposes a small sample recognition method for radar waveforms based on data enhancement of ambiguity function generative adversarial networks (AFGAN) to address the issue of low recognition rate and unbalanced class recognition rate. First, the concept of ambiguity function effi...

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Bibliographic Details
Main Authors: Haijun Wang, Tao Hu, Zhongfu Xu, Di Wu, Huanyao Dai, Pinpin Lv, Yage Zhang, Zewen Wang
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:IET Radar, Sonar & Navigation
Subjects:
ambiguity function
data enhancement
GAN
radar waveform recognition
small sample condition
Online Access:https://doi.org/10.1049/rsn2.12326

Internet

https://doi.org/10.1049/rsn2.12326

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