Human-robot interaction detection: a wrist and base force/torque sensors approach

Author:

Lu Shujun,Chung Jae H.,Velinsky Stevens A.

Abstract

In this paper, a collision detection and identification method of a manipulator, using wrist and base force/torque sensors, is presented. An impact model is used to simulate the interaction between the manipulator and the human or environment. A neural network approach and a model based method are developed to detect the collision forces and disturbance torques on the joints of the manipulator. The experimental results illustrate the validity of the developed collision detection and identification scheme.

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering

Cited by 6 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. LSTM-based external torque prediction for 6-DOF robot collision detection;Journal of Mechanical Science and Technology;2023-09

2. Estimation of the External Forces on a Robot Hand with Fingertip Tactile Sensors;International Journal of Control, Automation and Systems;2022-07-31

3. Robot Collision Detection Without External Sensors Based on Time-Series Analysis;Journal of Dynamic Systems, Measurement, and Control;2020-11-04

4. Real-Time Estimation of Sensorless Planar Robot Contact Information;Journal of Robotics and Mechatronics;2017-06-20

5. Human - robot collision detection and identification based on fuzzy and time series modelling;Robotica;2014-05-09

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