2013/11/02 by Tapomayukh Bhattacharjee, Bhattacharjee, Tapomayukh, Yonghwan Oh +4
Computer Science · Engineering · #FOS: Computer and information sciences #Prosthetics and Rehabilitation Robotics #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #cs.RO
paper · pdf · doi:10.48550/arxiv.1311.0388
This paper summarizes our work on the formulation of a Non-linear Task-Space Disturbance Observer for Redundant Robot Arms. This work was done at the Interaction and Robotics Research Center in Korea Institute of Science and Technology (KIST), South-Korea during 2010-2011
arxiv created 2013/11/02 · openalex publication_date 2013/11/02 · arxiv updated 2013/11/05 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Many day-to-day activities require the dexterous manipulation of a redundant humanoid arm in complex 3D environments. However, position regulation of such robot arm systems becomes very difficult in presence of non-linear uncertainties in the system. Also, perturbations exist due to various unwanted interactions with obstacles for clumsy environments in which obstacle avoidance is not possible, and this makes position regulation even more difficult. This report proposes a non-linear task-space disturbance observer by virtue of which position regulation of such robotic systems can be achieved in spite of such perturbations and uncertainties. Simulations are conducted using a 7-DOF redundant robot arm system to show the effectiveness of the proposed method. These results are then compared with the case of a conventional mass-damper based task-space disturbance observer to show the enhancement in performance using the developed concept. This proposed method is then applied to a controller which exhibits human-like motion characteristics for reaching a target. Arbitrary perturbations in the form of interactions with obstacles are introduced in its path. Results show that the robot end-effector successfully continues to move in its path of a human-like quasi-straight trajectory even if the joint trajectories deviated by a considerable amount due to the perturbations. These results are also compared with that of the unperturbed motion of the robot which further prove the significance of the developed scheme.