Weak Labeling-specific Emitter Identification Algorithm Based on the Weakly Supervised Wav-KAN Network

Weak Labeling-specific Emitter Identification Algorithm Based on the Weakly Supervised Wav-KAN Network

Most existing specific emitter identification technologies rely on supervised learning, making them unsuitable for scenarios with label loss due to factors such as the acquisition environment (e.g., weather conditions, terrain, obstacles, and interference sources), device performance (e.g., radar re...

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Bibliographic Details
Main Authors: Kangsheng LIU, Qing LING, Wenjun YAN, Limin ZHANG, Keyuan YU, Hengyan LIU
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2025-04-01
Series:Leida xuebao
Subjects:
specific emitter identification (sei)
weakly supervised wav-kan (wsw-kan)
pseudo-label iteration
weakly supervised learning
contrastive learning
neural network
Online Access:https://radars.ac.cn/cn/article/doi/10.12000/JR24248
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