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基于动态模型和多双目深度相机系统的六轴并联机器人碰撞检测。

Collision Detection of a HEXA Parallel Robot Based on Dynamic Model and a Multi-Dual Depth Camera System.

机构信息

Graduate Institute of Automation and Control, National Taiwan University of Science and Technology, Taipei 106, Taiwan.

Center of Automation and Control, National Taiwan University of Science and Technology, Taipei 106, Taiwan.

出版信息

Sensors (Basel). 2022 Aug 8;22(15):5923. doi: 10.3390/s22155923.

Abstract

This paper introduces a Hexa parallel robot and obstacle collision detection method based on dynamic modeling and a computer vision system. The processes to deal with the collision issues refer to collision detection, collision isolation, and collision identification applied to the Hexa robot, respectively, in this paper. Initially, the configuration, kinematic and dynamic characteristics during movement trajectories of the Hexa parallel robot are analyzed to perform the knowledge extraction for the method. Next, a virtual force sensor is presented to estimate the collision detection signal created as a combination of the solution to the inverse dynamics and a low-pass filter. Then, a vision system consisting of dual-depth cameras is designed for obstacle isolation and determining the contact point location at the end-effector, an arm, and a rod of the Hexa robot. Finally, a recursive Newton-Euler algorithm is applied to compute contact forces caused by collision cases with the real-Hexa robot. Based on the experimental results, the force identification is compared to sensor forces for the performance evaluation of the proposed collision detection method.

摘要

本文介绍了一种基于动态建模和计算机视觉系统的六足机器人和障碍物碰撞检测方法。本文分别针对六足机器人的碰撞检测、碰撞隔离和碰撞识别,处理碰撞问题的过程。首先,分析了六足并联机器人的结构、运动轨迹的运动学和动力学特性,为方法的知识提取提供了依据。其次,提出了一种虚拟力传感器,用于估计碰撞检测信号,该信号是逆动力学解和低通滤波器的组合。然后,设计了一个由双深度相机组成的视觉系统,用于隔离障碍物,并确定六足机器人的末端执行器、臂和杆的接触点位置。最后,应用递推牛顿-欧拉算法计算与真实六足机器人碰撞的接触力。根据实验结果,对力识别与传感器力进行了比较,以评估所提出的碰撞检测方法的性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b04f/9371427/7c0aa57dccf8/sensors-22-05923-g001.jpg

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