Cross-Domain Automatic Modulation Classification Using Multimodal Information and Transfer Learning

Automatic modulation classification (AMC) based on deep learning (DL) is gaining increasing attention in dynamic spectrum access for 5G/6G wireless communications. However, inconsistent feature parameters between the training (source) and testing (target) data lead to performance degradation or even...

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Detalhes bibliográficos

Principais autores:	Wen Deng, Qiang Xu, Si Li, Xiang Wang, Zhitao Huang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-08-01
coleção:	Remote Sensing
Assuntos:	automatic modulation classification multimodal information fusion transfer learning class difference sample distribution difference unsupervised partial domain adaptation
Acesso em linha:	https://www.mdpi.com/2072-4292/15/15/3886
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