Author

Natthanon Manop

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Open access 2026

Mobility-Aware Multi-Model Fully Decentralized Federated Learning Framework for Vehicular Edge Computing

A mobility-aware multi-model fully decentralized federated learning (KM-MMDFL) framework is proposed that limits communication through a communication constraint and incorporates a joint peer and model exchange selection strategy to reduce communication overhead while ensuring reliable and beneficial model exchange bas...

Karnkitti Kittikamron, Natthanon Manop, Vorapong Suppakitpaisarn et al. · IEEE Access · 0 citations