Modulation recognition method based on multimodal features

Modulation recognition method based on multimodal features

IntroductionAutomatic modulation recognition (AMR) plays a crucial role in modern communication systems for efficient signal processing and monitoring. However, existing modulation recognition methods often lack comprehensive feature extraction and suffer from recognition inaccuracies.MethodsTo over...

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Bibliographic Details
Main Authors: Hu Zhang, Yin Kuang, Ronghui Huang, Sheng Lin, Youqiang Dong, Min Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Communications and Networks
Subjects:
automatic modulation recognition
feature extraction
multi-domain
multi-task
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/frcmn.2025.1453125/full
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