登录 注册 会员服务 联系我们

Over-the-Air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation

  • Published:2021-12 Issue:4 Volume:6 Page:429-442
  • ISSN:2096-1081
  • Container-title:Journal of Communications and Information Networks
  • language:
  • Short-container-title:J. Commun. Inf. Netw.

Author:

Guo Huayan1,Zhu Yifan1,Ma Haoyu1,Lau Vincent K. N.1,Huang Kaibin2,Li Xiaofan3,Nong Huabin4,Zhou Mingyu5

Affiliation:

1. Hong Kong University of Science and Technology, Hong Kong 999077, China

2. The University of Hong Kong, Hong Kong 999077, China

3. Jinan University, Zhuhai 519000, China

4. Shenzhen Institute of Radio Testing and Technology, Shenzhen 518000, China

5. Baicells Technologies Co. Ltd., Beijing 100000, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Cited by 28 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. Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers;ACM Transactions on Intelligent Systems and Technology;2024-07-17

2. Over-the-Air Computation for 6G: Foundations, Technologies, and Applications;IEEE Internet of Things Journal;2024-07-15

3. Enhancing the Performance of Model Pruning in Over-the-Air Federated Learning with Non-IID Data;2024 IEEE International Conference on Communications Workshops (ICC Workshops);2024-06-09

4. Over-the-Air Federated Learning with Phase Noise: Analysis and Countermeasures;2024 58th Annual Conference on Information Sciences and Systems (CISS);2024-03-13

5. Multisensory Metaverse-6G: A New Paradigm of Commerce and Education;IEEE Access;2024
同舟云学术

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