Lightweight decentralized learning-based automatic modulation classification method

In order to solve the problems in centralized learning, a lightweight decentralized learning-based AMC method was proposed.By the proposed decentralized learning, a global model was trained through local training and model weight sharing, which made full use of the dataset of each communication node...

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Bibliographic Details
Published in:Tongxin xuebao
Main Authors: Jie YANG, Biao DONG, Xue FU, Yu WANG, Guan GUI
Format: Article
Language:Chinese
Published: Editorial Department of Journal on Communications 2022-07-01
Subjects:
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2022145