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Over-the-Air Hierarchical Personalized Federated Learning
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: PP, 期号: 99
作者:
Fangtong Zhou
;
Zhibin Wang
;
Hangguan Shan
;
Liantao Wu
;
Xiaohua Tian
Adobe PDF(17363Kb)
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收藏
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浏览/下载:280/1
|
提交时间:2024/11/28
Convex optimization
Optical transceivers
Transfer learning
Cloud servers
Data heterogeneity
Data-communication
Edge server
Hierarchical architectures
Interference management
Learning frameworks
Learning performance
Over the airs
Over-the-air computation
UAV-Assisted Multi-Cluster Over-the-Air Computation
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 7, 页码: 4668-4682
作者:
Fu, Min
;
Zhou, Yong
;
Shi, Yuanming
;
Jiang, Chunxiao
;
Zhang, Wei
Adobe PDF(3311Kb)
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浏览/下载:720/162
|
提交时间:2023/08/11
Antennas
Benchmarking
Iterative methods
Job analysis
Nonlinear programming
Radio transceivers
Trajectories
Unmanned aerial vehicles (UAV)
Aerial vehicle
Data aggregation
Interference
Interference management
Multi-cluster cooperation
Over the airs
Over-the-air computation
Performances evaluation
Task analysis
Unmanned aerial vehicle communication
Vehicle communications
Wireless communications
Wireless data
Wireless data aggregation
Over-the-Air Computation Assisted Hierarchical Personalized Federated Learning
会议论文
ICC 2023 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Rome, Italy, 28 May-1 June 2023
作者:
Fangtong Zhou
;
Zhibin Wang
;
Xiliang Luo
;
Yong Zhou
Adobe PDF(525Kb)
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收藏
|
浏览/下载:356/0
|
提交时间:2023/10/31
Federated learning
Computational modeling
Atmospheric modeling
Wireless networks
Approximation algorithms
Distortion
Transceivers
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:860/101
|
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
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 9, 页码: 1-1
作者:
Zixin Wang
;
Yong Zhou
;
Yinan Zou
;
Qiaochu An
;
Yuanming Shi
Adobe PDF(18707Kb)
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收藏
|
浏览/下载:653/1
|
提交时间:2023/03/10
Agglomeration
Data privacy
Learning algorithms
Learning systems
Parallel processing systems
Transceivers
Computational modelling
Convergence
Federated learning
Graph neural networks
Optimisations
Over the airs
Over-the-air computation
Reconfigurable
Reconfigurable intelligent surface
Resource management
Task-oriented Explainable Semantic Communications
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shuai Ma
;
Weining Qiao
;
Youlong Wu
;
Hang Li
;
Guangming Shi
Adobe PDF(3471Kb)
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收藏
|
浏览/下载:486/87
|
提交时间:2023/06/09
Computation theory
Data mining
Deep learning
Electric distortion
Feature extraction
Radio transceivers
Signal distortion
Communication prototypes
Communications systems
Explainable semantic communication
Features extraction
Features selection
Semantic communication
Semantic communication prototype
Task analysis
Wireless communications
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 卷号: 70, 页码: 1-16
作者:
Fang, Wenzhi
;
Yu, Ziyi
;
Jiang, Yuning
;
Shi, Yuanming
;
Jones, Colin N.
Adobe PDF(762Kb)
|
收藏
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浏览/下载:839/174
|
提交时间:2022/11/04
Computational efficiency
Learning algorithms
Radio transceivers
Signal processing
Signal to noise ratio
Stochastic models
Stochastic systems
Atmospheric modeling
Convergence
Federated learning
Optimisations
Order optimizations
Over the airs
Over-the-air computation
Performances evaluation
Signal processing algorithms
Zeroth-order optimization
EMU: Increasing the Performance and Applicability of LoRa through Chirp Emulation, Snipping, and Multiplexing
会议论文
PROCEEDINGS - 21ST ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS, IPSN 2022, Virtual, Online, Italy, May 4, 2022 - May 6, 2022
作者:
Fengxu Yang
;
Pei Tian
;
Xiaoyuan Ma
;
Carlo Alberto Boano
;
Ye Liu
Adobe PDF(2030Kb)
|
收藏
|
浏览/下载:231/0
|
提交时间:2022/09/02
Chirp modulation
Energy utilization
Gateways (computer networks)
Internet of things
Radio transceivers
Cc1125
Chirp
Cross-technology communication
CSS modulation
Emulation
IoT
LDRO
Lora
LoRaWAN
LPWAN
Performances evaluation
Sx1276
Technology communications
Double-RIS Assisted Over-the-Air Computation
会议论文
2021 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Madrid, Spain, 7-11 Dec. 2021
作者:
Jun Li
;
Min Fu
;
Yong Zhou
;
Yuanming Shi
Adobe PDF(1436Kb)
|
收藏
|
浏览/下载:508/0
|
提交时间:2022/05/29
Array signal processing
Simulation
Power control
Noise reduction
Programming
Minimization
Transceivers
Over-the-Air Computation via Cloud Radio Access Networks
会议论文
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2021 - PROCEEDINGS, Virtual, Online, June 14, 2021 - June 23, 2021
作者:
Xing, Lukuan
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(786Kb)
|
收藏
|
浏览/下载:979/211
|
提交时间:2021/12/03
Network architecture
Radio transceivers
Signal processing
Distributed data
Limited capacity
Multiple access channels
Numerical results
Proposed architectures
Reliable data aggregation
Remote radio heads
State of the art
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