FedOrbit combines continuous orbit-level training, class-aware aggregation and adaptive feature sharing to improve personalized federated learning under non-IID data in LEO satellite constellations.
Communication-efficient learning of deep networks from decentralized data,
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FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations
FedOrbit combines continuous orbit-level training, class-aware aggregation and adaptive feature sharing to improve personalized federated learning under non-IID data in LEO satellite constellations.