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Towards explainability for AI-based edge wireless signal automatic modulation classification

Abstract With the development of artificial intelligence technology and edge computing technology, deep learning-based automatic modulation classification (AI-based AMC) deployed at edge devices using centralised or distributed learning methods for optimisation has emerged in recent years, and has m...

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Main Authors: Bo Xu, Uzair Aslam Bhatti, Hao Tang, Jialin Yan, Shulei Wu, Nadia Sarhan, Emad Mahrous Awwad, Syam M. S., Yazeed Yasin Ghadi
Format: Artigo
Language:Inglês
Published: SpringerOpen 2024-01-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Automatic modulation classification
Explainable methods
Deep learning
Online Access:https://doi.org/10.1186/s13677-024-00590-3
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