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Latency Minimization for Wireless Federated Learning with Heterogeneous Local Model Updates
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 1, 页码: 444-461
作者:
Jingyang Zhu
;
Yuanming Shi
;
Min Fu
;
Yong Zhou
;
Youlong Wu
Adobe PDF(18041Kb)
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收藏
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浏览/下载：526/1
|
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
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：576/1
|
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
QoS-Guaranteed Hybrid Beamforming Design for Multi-user Systems with Finite-Resolution Phase Shifters
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2023, 卷号: 7, 期号: 4, 页码: 1678-1691
作者:
Wen, Liyuan
;
Qian, Hua
;
Li, Mingqi
;
Luo, Xiliang
;
Kang, Kai
Adobe PDF(2944Kb)
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收藏
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浏览/下载：405/0
|
提交时间：2023/07/21
Array processing
Beam forming networks
Beamforming
Convex optimization
MIMO systems
Phase shifters
Quality of service
Signal interference
Array signal processing
Finite resolution
Finite-resolution phase shifter
Hybrid beamforming
Interference
Massive multiple input multiple output
Minimisation
Multiple inputs
Multiple outputs
Nonconvex optimization
Phase-shifters
Power minimization
Quality-of-service
Radiofrequencies
Efficient Sparse Reduced-Rank Regression With Covariance Estimation
会议论文
IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, Hanoi, Viet nam, July 2, 2023 - July 5, 2023
作者:
Fengpei Li
;
Ziping Zhao
Adobe PDF(1026Kb)
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浏览/下载：321/0
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提交时间：2023/09/08
Convergence of numerical methods
Signal processing
Covariance estimation
Covariance selection
Estimation methods
Group sparsities
Low-rank
Majorization-minimization
Minimisation
Multivariate linear regressions
Multivariate regression
Reduced rank regression
A Novel Algorithm for GARCH Model Estimation
会议论文
IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, Hanoi, Viet nam, July 2, 2023 - July 5, 2023
作者:
Chenyu Gao
;
Ziping Zhao
;
Daniel P. Palomar
Adobe PDF(1021Kb)
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收藏
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浏览/下载：286/0
|
提交时间：2023/09/08
Convex optimization
Maximum likelihood estimation
Parameter estimation
Signal processing
Autoregressive conditional heteroskedasticity models
Generalized autoregressive conditional heteroskedasticity
Ma ximum likelihoods
Majorization-minimization
Maximum-likelihood
Minimisation
Nonconvex optimization
Novel algorithm
Times series
Volatility modeling
Trustworthy Federated Learning via Blockchain
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 1, 页码: 1-1
作者:
Yang, Zhanpeng
;
Shi, Yuanming
;
Zhou, Yong
;
Wang, Zixin
;
Yang, Kai
Adobe PDF(1581Kb)
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收藏
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浏览/下载：934/179
|
提交时间：2022/09/23
Blockchain
Deep learning
Energy utilization
Fault tolerance
Internet protocols
Learning algorithms
Markov processes
Network architecture
Network security
Reinforcement learning
Resource allocation
Safety engineering
Block-chain
Computational modelling
Consensus protocols
Federated learning
Long-term latency minimization
Minimisation
Resource management
Resources allocation
Trustworthy artificial intelligence
Wireless communications
Future Frame Prediction Network for Video Anomaly Detection
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11
作者:
Weixin Luo
;
Wen Liu
;
Dongze Lian
;
Shenghua Gao
Adobe PDF(3668Kb)
|
收藏
|
浏览/下载：608/0
|
提交时间：2021/12/17
Computer vision
Graph neural networks
Anomaly detection
Graph neural networks
Metalearning
Minimisation
Normal events
Prediction network
Reconstruction error
Training data
Video anomaly detection
Video prediction
Joint Sensor Selection, Beamforming and Phase Control in Reconfigurable Intelligent Surface Aided IoT Fusion Networks
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 卷号: 11, 期号: 2
作者:
Yuyan Zhou
;
Yang Liu
;
Ming Li
;
Qingqing Wu
;
Hao Wang
Adobe PDF(703Kb)
|
收藏
|
浏览/下载：331/0
|
提交时间：2021/12/17
Array processing
Beamforming
Energy utilization
Internet of things
Sensor networks
Surface waves
Group sparsities
Internet of thing sensor network.
Joint sensors
Minimisation
Power demands
Reconfigurable
Reconfigurable intelligent surface
Sensor selection
Sensors network
Signal processing algorithms
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