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Mehdi Heydari Shahna

3 accepted papers

2026

NMPC-Augmented Visual Navigation and Safe Learning Control for Large-Scale Mobile Robots

RA-L 2026

A large-scale mobile robot (LSMR) is a high-order multibody system that often operates on unconsolidated terrain, which reduces traction. This paper presents an integrated navigation and control framework for an LSMR that ensures stability and safety-defined performance on slip-prone terrain by comb

Cited by 1SourceScholar
2026

Robustness-Guaranteed Observer-Based Control Strategy with Modularity for Cleantech EMLA-Driven Heavy-Duty Robotic Manipulator (I)

ICRA 2026poster

This paper introduces an innovative observer-based modular control strategy in a class of n_a-degree-of-freedom (DoF) fully electrified heavy-duty robotic manipulators (HDRMs) to (1) guarantee robustness in the presence of uncertainties and disturbances, (2) address the complexities arising from sev…

Cited by 0Scholar
2025

Anti-Slip AI-Driven Model-Free Control with Global Exponential Stability in Skid-Steering Robots

IROS 2025

Undesired lateral and longitudinal wheel slippage can disrupt a mobile robot’s heading angle, traction, and, eventually, desired motion. This issue makes the robotization and accurate modeling of heavy-duty machinery very challenging because the application primarily involves off-road terrains, whic

Cited by 5SourceScholar