FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System
Author:
Affiliation:
1. State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an, China
2. No. 011 Research Center, Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China
Funder
National Natural Science Foundation of China
National Natural Science Foundation for Distinguished Young Scholar
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/4200690/10050192/09963546.pdf?arnumber=9963546
Reference56 articles.
1. Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
2. Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing;xu,2022
3. Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications
4. Federated Learning with Quantization Constraints
5. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Ensemble Knowledge Distillation for Federated Semi-Supervised Image Classification;Tsinghua Science and Technology;2025-02
2. Data-free knowledge distillation via generator-free data generation for Non-IID federated learning;Neural Networks;2024-11
3. Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images;Information Processing & Management;2024-11
4. Multi-label category enhancement fusion distillation based on variational estimation;Knowledge-Based Systems;2024-09
5. Heterogeneous Ensemble Federated Learning With GAN-Based Privacy Preservation;IEEE Transactions on Sustainable Computing;2024-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3