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Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems with Rate-Splitting Multiple Access
期刊论文
IEEE JOURNAL ON SELECTED TOPICS IN SIGNAL PROCESSING, 2025, 卷号: PP, 期号: 99
作者:
Zhang, Shengyu
;
Mao, Yijie
;
Chen, Zihan
;
Clerckx, Bruno
;
Quek, Tony Q.S.
Adobe PDF(5895Kb)
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收藏
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浏览/下载:58/1
|
提交时间:2025/02/12
Antenna feeders
Beam forming networks
Channel capacity
Channel coding
Channel estimation
Channel state information
Resource allocation
Time difference of arrival
Antenna array system
Channel state information at the transmitters
Extremely large-scale antenna array
Federated learning
Large-scales
Multiple access
Patch-mixing
Rate splitting
Rate-splitting multiple access
Users' mobility
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Chonghe Liu
;
Shengli Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(587Kb)
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收藏
|
浏览/下载:253/0
|
提交时间:2024/03/22
Performance evaluation
Training
Adaptation models
Federated learning
System performance
Clustering algorithms
Device-to-device communication
Secure Gradient Aggregation for Wireless Multi-Server Federated Learning
会议论文
2023 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Taipei, Taiwan, 25-30 June 2023
作者:
Zhenhao Huang
;
Songze Li
;
Kai Liang
;
Youlong Wu
Adobe PDF(1500Kb)
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收藏
|
浏览/下载:295/0
|
提交时间:2023/10/07
Wireless communication
Wireless sensor networks
Federated learning
Downlink
Encoding
Servers
Communication system security
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023
作者:
Jingyang Zhu
;
Yuanming Shi
;
Min Fu
;
Yong Zhou
;
Youlong Wu
Adobe PDF(1571Kb)
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收藏
|
浏览/下载:571/1
|
提交时间:2023/06/09
Alternating optimizations
Communication rounds
Decouplings
Federated learning system
Heterogeneous computation
Learning procedures
Minimisation
Minimization problems
Model convergence
Resources allocation
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yuanming Shi
;
Shuhao Xia
;
Yong Zhou
;
Yijie Mao
;
Chunxiao Jiang
Adobe PDF(2988Kb)
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收藏
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浏览/下载:896/106
|
提交时间:2023/07/21
Cooperative communication
Distributed computer systems
Learning systems
Radio access networks
Radio transceivers
Atmospheric modeling
Cloud radio access network
Computational modelling
Optimisations
Over the airs
Over-the-air computation
Radio access networks
System optimizations
Vertical federated learning
Wireless communications
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Model Updates
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 11, 期号: 1, 页码: 444 - 461
作者:
Adobe PDF(18041Kb)
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浏览/下载:519/1
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提交时间:2023/07/14
Learning systems
Computational modelling
Convergence
Convergence analysis
Federated learning
Minimisation
Performances evaluation
Resource management
Resources allocation
System heterogeneity
Wireless communications
A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 42, 期号: 7, 页码: 1-1
作者:
Shen, Yiqing
;
Sowmya, Arcot
;
Luo, Yulin
;
Liang, Xiaoyao
;
Shen, Dinggang
Adobe PDF(5939Kb)
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收藏
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浏览/下载:333/0
|
提交时间:2022/12/16
Computer vision
Diagnosis
Distillation
Generative adversarial networks
Large dataset
Medical imaging
Privacy-preserving techniques
Cancer
Centralised
Federated learning
Federated learning system
Generator
Histopathology
Normalisation
Stain normalization
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 卷号: 40, 期号: 1
作者:
Letaief, Khaled B.
;
Shi, Yuanming
;
Lu, Jianmin
;
Lu, Jianhua
Adobe PDF(25205Kb)
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收藏
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浏览/下载:784/148
|
提交时间:2021/12/17
5G mobile communication systems
Application programs
Computer architecture
Data Analytics
Deep learning
Energy utilization
Job analysis
Network architecture
Quality of service
Wireless networks
6g
6g mobile communication
Communication system security
Edge artificial intelligence
Edge inference
Edge training
End to end
End-to-end architecture
Federated learning
Large-scale optimization
Mobile communications
Over the airs
Over-the-air computation
Resources allocation
Service-driven resource allocation
Task analysis
Task-oriented
Task-oriented communication
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design
会议论文
2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2022, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Huang, Shaoming
;
Zhang, Pengfei
;
Mao, Yijie
;
Lian, Lixiang
;
Wu, Youlong
Adobe PDF(435Kb)
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收藏
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浏览/下载:590/131
|
提交时间:2022/08/08
MIMO systems
Scheduling
Decentralised
Device scheduling
Distributed Artificial Intelligence
Enabling technologies
Federated learning system
Intelligence services
Learning convergence
Multiple inputs
Multiple outputs
Output network
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 卷号: 39, 期号: 12, 页码: 3772-3789
作者:
Lintao Li
;
Longwei Yang
;
Xin Guo
;
Yuanming Shi
;
Haiming Wang
Adobe PDF(4392Kb)
|
收藏
|
浏览/下载:894/239
|
提交时间:2021/12/10
Wireless communication
Delays
Computational modeling
Communication system security
Analytical models
Wireless sensor networks
Training
Wireless federated learning
task-oriented communications
delay analysis
saddle point approximation
large deviation theory
extreme value theory
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