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

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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Bibliographic Details
Main Authors: Wen Deng, Qiang Xu, Si Li, Xiang Wang, Zhitao Huang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
automatic modulation classification
multimodal information fusion
transfer learning
class difference
sample distribution difference
unsupervised partial domain adaptation
Online Access:https://www.mdpi.com/2072-4292/15/15/3886

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https://www.mdpi.com/2072-4292/15/15/3886

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