Joint Channel Estimation and Feedback for mm-Wave System Using Federated Learning
Author:
Affiliation:
1. Department of Electronics and Information Engineering, Central China Normal University, Wuhan, China
Funder
Fundamental Research Funds for the Central Universities
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Modeling and Simulation
Link
http://xplorestaging.ieee.org/ielx7/4234/9854924/09785820.pdf?arnumber=9785820
Reference17 articles.
1. Deep Learning Based Channel Estimation for MIMO Systems With Received SNR Feedback
2. Federated learning for channel estimation in conventional and RIS-assisted massive MIMO;elbir;IEEE Trans Wireless Commun,2021
3. Training-based MIMO channel estimation: a study of estimator tradeoffs and optimal training signals
4. Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications
5. Communication-efficient learning of deep networks from decentralized data;mcmahan;Proc Int Conf Artif Intell Statist,2017
Cited by 11 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. A Survey of Federated Learning for mmWave Massive MIMO;IEEE Internet of Things Journal;2024-08-15
2. Federated Reinforcement Learning for Collaborative Intelligence in UAV-Assisted C-V2X Communications;Drones;2024-07-12
3. Analysis of Unmanned Aerial Vehicle-Assisted Cellular Vehicle-to-Everything Communication Using Markovian Game in a Federated Learning Environment;Drones;2024-06-02
4. Multiple-compression-rate CSI feedback for mm-wave massive MIMO based on federated learning;Physical Communication;2024-04
5. Enhancing mmWave Channel Estimation: A Practical Experimentation Approach With Modeled Physical Layer Impairments Incorporated in Deep Learning Training;IEEE Open Journal of the Communications Society;2024
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