Specific emitter identification based on ensemble domain adversarial neural network in multi-domain environments

Specific emitter identification based on ensemble domain adversarial neural network in multi-domain environments

Abstract Specific emitter identification is pivotal in both military and civilian sectors for discerning the unique hardware distinctions inherent to various launchers, it can be used to implement security in wireless communications. Recently, a large number of deep learning-based methods for specif...

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Bibliographic Details
Main Authors: Dingshan Li, Bin Yao, Pu Sun, Peitong Li, Jianfeng Yan, Juzhen Wang
Format: Article
Language:English
Published: SpringerOpen 2024-03-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Domain adaptation
Domain adversarial neural networks
Ensemble learning
Specific emitter identification
Transformer encoder
Online Access:https://doi.org/10.1186/s13634-024-01138-y

Internet

https://doi.org/10.1186/s13634-024-01138-y

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