2 papers
cs.IT2022
Dynamic Clustering and Power Control for Two-Tier Wireless Federated Learning
Wei Guo, Chuan Huang, Xiaoqi Qin +2
Federated learning (FL) has been recognized as a promising distributed learning paradigm to support intelligent applications at the wireless edge, where a global model is trained i…
cs.IT2022
Joint Device Selection and Power Control for Wireless Federated Learning
Wei Guo, Ran Li, Chuan Huang +3
This paper studies the joint device selection and power control scheme for wireless federated learning (FL), considering both the downlink and uplink communications between the par…