FEdgeNAV: Edge-Based Federated Learning Framework for Wheel Odometry Fault Detection in Industrial AGV Fleet Navigation
Automated Guided Vehicles (AGVs) rely on accurate wheel odometry for reliable navigation; however, wheel slip and varying terrain conditions introduce positioning errors that degrade navigation performance. This paper presents FEdgeNAV, a lightweight edge-based federated learning framework for collaborative wheel odome...