A Novel Method for Few-Shot Specific Emitter Identification in Non-Cooperative Scenarios

A Novel Method for Few-Shot Specific Emitter Identification in Non-Cooperative Scenarios

Obtaining larger category-label-containing training signal datasets in non-cooperative scenarios is difficult. Moreover, employing smaller labeled signal datasets for specific emitter identification is technically challenging. Therefore, we propose a novel method for few-shot SEI. We first design a...

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Bibliographic Details
Main Authors: Cunxiang Xie, Limin Zhang, Zhaogen Zhong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Few-shot
latent embedding optimization
meta-learning
non-cooperative communication
specific emitter identification
Online Access:https://ieeexplore.ieee.org/document/9989379/

Internet

https://ieeexplore.ieee.org/document/9989379/

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