Mar
2023
27
Search Results
TAG: federated learning
Mar
2023
23
Jul
2022
21
AceFL: Federated Learning Accelerating in 6G-enabled Mobile Edge Computing Networks – IEEE
Heterogeneity among distributed edge devices and the limitation of resources may degrade the training efficiency of Federated Edge Learning over 6G-enabled mobile edge computing (MEC) networks. Taking this challenge into account, a novel federated learning scheme is proposed in this paper to accelerate the training process.
Feb
2022
1
Aug
2021
31
Decentralized federated learning for extended sensing in 6G connected vehicles – ScienceDirect
In this paper we investigate distributed federated learning (FL) for augmenting the capability of road user/object classification based on Lidar data. More specifically, we propose a new modular, decentralized approach, referred to as consensus-driven FL (C-FL), suitable for PointNet compliant deep machine learning architectures and Lidar point cloud processing for road actor classification.