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Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2025, 卷号: 73, 期号: 1, 页码: 425-438
作者:
Shengli Liu
;
Chonghe Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(2554Kb)
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收藏
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浏览/下载:223/2
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提交时间:2024/08/14
Budget control
Clustering algorithms
Cost reduction
Information management
Learning systems
Mobile telecommunication systems
Cluster-head selections
Collaborative learning
D2D
Data distribution
Device-to-Device communications
Federated learning
Learning latency
Mobile handsets
Model divergence
Performances evaluation
Resource management
Decentralized Over-the-Air Federated Learning in Full-Duplex MIMO Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 12, 页码: 19142-19156
作者:
Zhibin Wang
;
Yong Zhou
;
Yuanming Shi
Adobe PDF(17076Kb)
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浏览/下载:380/2
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提交时间:2024/10/28
Beam forming networks
Fading channels
Decentralised
Device-to-Device communications
Full duplex communication
Full-duplex
Learning performance
Model aggregations
Model training
Over the airs
Over-the-air computation
Self-interferences
Communication Efficient Decentralized Learning over D2D Network: Adaptive Relay Selection and Resource Allocation
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 9, 页码: 2362-2366
作者:
Yifan Chen
;
Shengli Liu
;
Dingzhu Wen
Adobe PDF(515Kb)
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浏览/下载:215/4
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提交时间:2024/06/17
Data privacy
Information management
Resource allocation
Computational modelling
D2D
Decentralized learning
Device-to-Device communications
Learning latency
Network adaptive
Performances evaluation
Relay
Relay selection
Resource management
Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 8, 页码: 8215-8231
作者:
Zhao, Yingxue
;
Xiao, Ailing
;
Wu, Sheng
;
Jiang, Chunxiao
;
Kuang, Linling
Adobe PDF(1974Kb)
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浏览/下载:279/0
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提交时间:2024/02/02
Mobility of users
device-to-device (D2D) communications
edge cache
gNB clusters
cache partitioning
5G mobile communication systems
Base stations
Energy utilization
5g mobile communication
Cache partitioning
Collaboration
D2D communications
Delay
Device-to-device (D2D) communication
Device-to-Device communications
Edge cache
GNB cluster
Mobile communications
Mobility of user
Iterative greedy user clustering algorithm for D2D-relay in vehicular communication systems
期刊论文
IET MICROWAVES ANTENNAS & PROPAGATION, 2019, 卷号: 13, 期号: 8, 页码: 1087-1095
作者:
Wang, Zhenyu
;
Zhou, Ting
;
Xu, Tianheng
;
Hu, Honglin
Adobe PDF(2004Kb)
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浏览/下载:542/1
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提交时间:2019/07/10
cooperative communication
iterative methods
resource allocation
greedy algorithms
computational complexity
cellular radio
wireless channels
relay networks (telecommunication)
vehicular ad hoc networks
nonlinear programming
vehicular wireless channels
greedy user clustering algorithm
vehicular communication systems
wireless services
cellular networks
mobile users
traditional pairwise cooperation
cluster-wise cooperation
intelligent transportation
vehicular scenario
clustering scheme
system resources
nonlinear binary programming problem
device-to-device communications
spectral power efficiency
iterative greedy user clustering
suboptimal algorithm IGUC
D2D-relay clustering network
noncooperative uplink system
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