Diff-SwinT: An Integrated Framework of Diffusion Model and Swin Transformer for Radar Jamming Recognition

Diff-SwinT: An Integrated Framework of Diffusion Model and Swin Transformer for Radar Jamming Recognition

With the increasing complexity of radar jamming threats, accurate and automatic jamming recognition is essential but remains challenging. Conventional algorithms often suffer from sharply decreased recognition accuracy under low jamming-to-noise ratios (JNR).Artificial intelligence-based jamming sig...

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Bibliographic Details
Main Authors: Minghui Sha, Dewu Wang, Fei Meng, Wenyan Wang, Yu Han
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Future Internet
Subjects:
radar jamming recognition
vision transformer
diffusion model
time-frequency analysis
Online Access:https://www.mdpi.com/1999-5903/15/12/374

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https://www.mdpi.com/1999-5903/15/12/374

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