External Joint Torque-Based Estimation of Contact Information

Author:

Likar Nejc12,Žlajpah Leon1

Affiliation:

1. Jožef Stefan Institute, Ljubljana, Slovenia

2. Jožef Stefan International Postgraduate School, Ljubljana, Slovenia

Abstract

In the paper, a method for the estimation of the contact force and contact location is proposed. Contact can occur at any point on the body of the robot manipulator. The contact force estimation algorithm is based on the measurement of the part of the joint torques caused by the external force. As this is a complex nonlinear problem, the proposed method is based on nonlinear constrained optimization. Using certain assumptions, the complexity of the problem is reduced. In this paper, only robots with cylindrically-shaped links are considered. The simulation and experimental results show that the proposed approach allows the estimation of the contact forces by using only the joint torque sensors, without any additional external sensory systems for the detection of contacts along the robot body-structure.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Collision Isolation and Identification Using Proprioceptive Sensing for Parallel Robots to Enable Human-Robot Collaboration;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

2. Safe Collision and Clamping Reaction for Parallel Robots During Human-Robot Collaboration;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

3. Proprioceptive Sensor-Based Simultaneous Multi-Contact Point Localization and Force Identification for Robotic Arms;2023 IEEE International Conference on Robotics and Automation (ICRA);2023-05-29

4. TactoFind: A Tactile Only System for Object Retrieval;2023 IEEE International Conference on Robotics and Automation (ICRA);2023-05-29

5. Robotic Polishing of Unknown-Model Workpieces With Constant Normal Contact Force Control;IEEE/ASME Transactions on Mechatronics;2023-04

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