Polar Code Based Federated Learning: Convergence Analysis and Resource Allocation

Han Xiao, Wei Kang, Nan Liu

Federated learning (FL) enables collaborative model training across distributed devices without sharing raw data; however, it faces significant communication bottlenecks and channe…