M. Iqbal

FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations

FedOrbit is presented, which combines continuous orbit-level training over inter-satellite links, class-aware hierarchical aggregation, quality-weighted feature aggregation with return-rate dampening, and adaptive feature decomposition based on inter-orbit class similarity.