Revolutionizing Disaster Drone Routing via Sparse Federated Learning

Integrating sparse representation with federated learning addresses the bottleneck of high communication overhead and data privacy in emergency UAM operations. This approach enables real-time, collaborative autonomous routing even when infrastructure fails, ensuring life-saving logistics are optimized during the most critical recovery windows.