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基于视觉标志间相对位姿的可变形臂标定方法 被引量:4

Relative-pose-of-markers Based Calibration Method for a Deformable Manipulator
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摘要 针对家庭服务机器人工作的非结构化环境,本文设计了一种可以根据任务需求相应地调整连杆形状的可变形操作臂.该操作臂工作空间易于拓展、灵活度较高且成本低廉.但连杆形状的改变给操作臂的建模和控制带来了困难.首先,可变形臂的运动学参数发生了巨大且无规律的变化,使得固结在操作臂连杆上的关节坐标系可能脱离操作臂本体,变得不可测量.其次,为适应不同任务需求,可变形臂的连杆形状需要经常改变,而传统标定方法往往追求更高的标定精度而非标定效率.最后,可变形臂的标定方法必须低成本且易于在家庭环境中实施,而基于激光等传感器的标定方法设备价格昂贵,对实验环境要求严格,不便于在家庭中实施.因此,一种廉价、快速、易于实施的标定方法是可变形臂应用的基础.本文分别基于Denavit-Hartenberg(DH)模型和旋量模型提出了基于视觉标志块间相对位姿测量的标定算法,该算法在标志块处建立虚拟关节,通过测量不同标志块间的相对位姿可快速、高效地获取可变形臂的运动学参数.实验说明了两种标定方法的有效性,同时还表明旋量模型更适合可变形臂的建模.最后,本文给出了利用可变形臂进行点触任务操作的实例,展示出可变形操作臂在家庭使用中的优势. The deformable manipulator can obtain relatively dexterous end-effector and extended workspace with fewer joints by bending its deformable links. However, frequent changes in links's shape may bring difficulties to the model and control of the manipulator. The reasons are as follows. First, the kinematic parameters experience drastic changes and become totally unknown. It is hard to measure the parameters directly. Second, the change is frequent. Thus a low-cost, less time consuming calibration method is the fundament of deformable manipulator for home service robots. In this paper, two calibration methods based on relative pose measurement of visual markers are developed for the Denavit- Hartenberg (DH) model and screw theory model, respectively. By introducing a virtual joint at the marker, the method can calculate the kinematic parameters quickly according to the relative pose of visual markers. Experimental results verify the effectiveness of the methods. It is shown that the screw model is more suitable for the deformable manipulator. Finally. two point touching tasks are conducted to demonstrate the advantage of the deformable manipulator.
作者 郝洁 李高峰 孙雷 卢翔 张森 刘景泰 HAO Jie;LI Gao-Feng;SUN Lei;LU Xiang;ZHANG Sen;LIU Jing-Tai(Institute of Robotics and Automatic Information System,Nankai University,Tianjin 300350;Tianjin Key Laboratory of Intelligent Robotics,Tianjin 300350)
出处 《自动化学报》 EI CSCD 北大核心 2018年第8期1413-1424,共12页 Acta Automatica Sinica
基金 国家高技术研究发展计划(863计划)(2012AA041403) 国家自然科学基金(61375087 61105096) 天津市应用基础与前沿技术研究计划(15JCZDJC31200 14ZCD2GX00798)资助~~
关键词 可变形操作臂 运动学 Denavit-Hartenberg表示法 旋量 操作臂标定 Deformable manipulator kinematics Denavit-Hartenberg (DH) screw theory calibration
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