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03/31/2023
Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis
A wireless federated learning system is investigated by allowing a serve...
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09/13/2021
FedFair: Training Fair Models In Cross-Silo Federated Learning
Building fair machine learning models becomes more and more important. A...
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06/17/2020
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets
This work investigates fault-resilient federated learning when the data ...
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01/29/2020
Cross-Layer Scheduling and Beamforming in Smart-Grid Powered Cellular Networks With Heterogeneous Energy Coordination
User scheduling, beamforming and energy coordination are investigated in...
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08/13/2019
Cross-Layer Scheduling and Beamforming in Smart Grid Powered Small-Cell Networks
In the small-cell networks (SCNs) with multiple small-cell base stations...
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08/13/2019
Joint Precoding and Power Control in Small-Cell Networks With Proportional-Rate MISO-BC Backhaul
In the small-cell networks with multiple-input-single-output broadcastin...
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06/03/2019
Secure Distributed On-Device Learning Networks With Byzantine Adversaries
The privacy concern exists when the central server has the copies of dat...
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09/08/2018
Robust Energy Efficient Beamforming in MISOME-SWIPT Systems With Proportional Secrecy Rate
The joint design of beamforming vector and artificial noise covariance m...
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08/06/2018
Robust Secrecy Energy Efficient Beamforming in MISOME-SWIPT Systems With Proportional Fairness
The joint design of beamforming vector and artificial noise covariance m...
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04/28/2018
Extracting the Most Weighted Throughput in UAV Empowered Wireless Systems With Nonlinear Energy Harvester
With the maturity of unmanned aerial vehicle (UAV) technology, this work...
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03/16/2018
An Edge Computing Empowered Radio Access Network With UAV-Mounted FSO Fronthaul and Backhaul: Key Challenges and Approaches
One promising approach to address the supply-demand mismatch between the...
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01/08/2018