Adaptive Role Assignment and Controlled Feature Reconstruction for Federated Image Semantic Communication
Experiments on CIFAR-10 with time-varying RAN channels show that ARC-FedSC outperforms baselines across all five tested role configurations in the later training stage, and ablation and sensitivity studies further support the effectiveness and robustness of the proposed design.
Chen Yuxuan, Bie Jiao, Qi et al.
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