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Federated Learning with Massive Random Access
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shuhao Xia
;
Yuanming Shi
;
Yong Zhou
;
Youlong Wu
;
Lin F. Yang
Adobe PDF(19176Kb)
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收藏
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浏览/下载:364/1
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提交时间:2024/06/11
E-learning
Information management
Learning systems
Random variables
Edge server
Federated learning
Grant-free massive random access
Optimisations
Performances evaluation
Pilot length optimization
Random access
Resource management
Wireless communications
RIS-Assisted Over-the-Air Federated Learning in Millimeter Wave MIMO Networks
期刊论文
JOURNAL OF COMMUNICATIONS AND INFORMATION NETWORKS, 2022, 卷号: 7, 期号: 2, 页码: 145-156
作者:
Lin Hu
;
Zhibin Wang
;
Hongbin Zhu
;
Yong Zhou
Adobe PDF(1392Kb)
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浏览/下载:33/0
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提交时间:2022/07/29
Beamforming
Digital devices
Fading channels
Millimeter waves
Beamforming matrix
Convergence analysis
Federated learning
MIMO networks
Optimization variables
Over the airs
Over-the-air computation
Reconfigurable
Reconfigurable intelligent surface
Riemannian conjugate gradient
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device 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:
Fu, Min
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(379Kb)
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浏览/下载:1116/233
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提交时间:2021/12/03
Alignment
Constrained optimization
Degrees of freedom (mechanics)
Interlocking signals
Least squares approximations
MIMO systems
Numerical methods
Compact Stiefel manifolds
Conjugate gradient algorithms
Constrained least squares
Degrees of freedom (DoFs)
Interference alignment
Optimization approach
Optimization variables
State
of
the
art methods
Phase Retrieval via Difference of Convex Programming
会议论文
2020 IEEE 91ST VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-SPRING), Antwerp, Belgium, 25-28 May 2020
作者:
Jinglian He
;
Min Fu
;
Kaiqiang Yu
;
Yuanming Shi
Adobe PDF(142Kb)
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浏览/下载:485/0
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提交时间:2020/07/23
Phase measurement
Programming
Optimization
Extraterrestrial measurements
Simulation
Convex functions
Optical variables measurement
Distributed Stochastic AC Optimal Power Flow based on Polynomial Chaos Expansion
会议论文
2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), Milwaukee, WI, 27-29 June 2018
作者:
Alexander Engelmann
;
Tillmann Mühlpfordt
;
Yuning Jiang
;
Boris Houska
;
Timm Faulwasser
Adobe PDF(587Kb)
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浏览/下载:454/0
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提交时间:2018/09/18
Random variables
Mathematical model
Uncertainty
Stochastic processes
Nickel
Optimization
Load flow
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach
会议论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
作者:
Shi, Yuanming
;
Zhang, Jun
;
Chen, Wei
;
Letaief, Khaled B.
Adobe PDF(674Kb)
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浏览/下载:562/111
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提交时间:2022/12/09
Radio links
Communication channels (information theory)
Computational complexity
Iterative methods
Channel state information
Lagrange multipliers
Matrix algebra
Radio access networks
Complex networks
Radio transmission
Random variables
Complex optimization problems
Deterministic approximation
Green communications
Lagrangian duality
Random matrix theory
Random-matrix approach
Sparse optimizations
Statistical channel state informations
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