Attention-Based Neural-Augmented Kalman Filter for Legged Robot State Estimation
arXiv:2601.18569v2 Announce Type: replace-cross
Abstract: In this letter, we propose an Attention-Based Neural-Augmented Kalman Filter (AttenNKF) for state estimation in legged robots. Foot slip is a major source of estimation error: when slip occurs,…