%0 Journal Article %T High-Precision Autonomous Positioning of an Unmanned Locomotive Based on the Integration of a Kolmogorov — Arnold Network with an Extended Kalman Filter %A Evdokimov, K.A. %A Sokolov, S.V. %A Shvalov, D.V. %A Kamenskiy, V.V. %K unmanned locomotive, autonomous positioning, state-vector estimation, extended Kalman filter, neural-network prediction, predictive state estimation, Kolmogorov — Arnold network, KAN, odometry, railway navigation %J Transport automation research %D 2026 %N 12 %P 12 %I FSBEI HE "Emperor Alexander I St. Petersburg State Transport University"