Preprint
Aug 2026
Polar Code Based Federated Learning: Convergence Analysis and Resource Allocation
A cross layer polar code based FL scheme that leverages the unequal error protection (UEP) property of polar codes under finite block lengths and selectively protects more significant quantization bits, thereby mitigating the detrimental effects of channel noise is proposed.
Han Xiao, Wei Kang, Nan Liu
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