MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering
Vol 8 No 2 (2026): Motivection : Journal of Mechanical, Electrical and Industrial Engineering

Sliding Mode Control for Trajectory Tracking on Non-Holonomic Autonomous Mobile Robot (AMR

Muhammad Daffa Karim (Politeknik Manufaktur Bandung)
Wahyu Adhie Candra (Politeknik Manufaktur Bandung)
Pipit Anggraeni (Politeknik Manufaktur Bandung)
Noval Lilansa (Politeknik Manufaktur Bandung)
Adhitya Sumardi Sunarya (Politeknik Manufaktur Bandung)
Nur Jamiludin Ramadhan (Politeknik Manufaktur Bandung)
Andri Wiyono (Politeknik Manufaktur Bandung)



Article Info

Publish Date
06 Oct 2026

Abstract

Trajectory tracking of non-holonomic autonomous mobile robots (AMRs) becomes more demanding when a passive trailer is towed and wheel slip occurs. This study developed a two-surface sliding mode control (SMC) scheme that regulates the distance and heading errors of a pure-pursuit lookahead point and maps the desired accelerations to wheel torques through dynamic inversion, with boundary-layer saturation, heading-singularity safeguards, and jackknife protection. The controller was evaluated in ROS 2 Jazzy and Gazebo Harmonic and integrated with a breadth-first search (BFS) planner using mode-adaptive obstacle inflation. On an oval path with a rigid hitch, the tracking root-mean-square error (RMSE) was 0.042 m, whereas a replicated three-surface baseline diverged (RMSE 4.68 m) with 79.5% torque saturation; the proposed controller required approximately five times less control effort without saturation. A LuGre-based slip test showed that wheel-odometry feedback diverged substantially from ground truth, supporting map-based localization. Hardware validation remains necessary.

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Journal Info

Abbrev

motivection

Publisher

Subject

Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Industrial & Manufacturing Engineering

Description

MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering is an international peer-reviewed journal dedicated to interchange for the results of high quality research in all aspect of mechanical, electrical and industrial enineering and science. The journal publishes state-of-art ...