江苏工程职业技术学院学报2024,Vol.24Issue(1) :15-19.DOI:10.19315/j.issn.2096-0425.2024.01.003

基于视觉的多自由度机械臂目标自动跟随系统

A Vision-based Automatic Target Following System for Robotic Arms with Multiple Degrees of Freedom

庄虎跃 方旭 张钰晗 靳成凯 张平霞 朱永强
江苏工程职业技术学院学报2024,Vol.24Issue(1) :15-19.DOI:10.19315/j.issn.2096-0425.2024.01.003

基于视觉的多自由度机械臂目标自动跟随系统

A Vision-based Automatic Target Following System for Robotic Arms with Multiple Degrees of Freedom

庄虎跃 1方旭 1张钰晗 1靳成凯 1张平霞 1朱永强1
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作者信息

  • 1. 青岛理工大学机械与汽车工程学院,青岛 266520
  • 折叠

摘要

为实现机械臂对目标物体的准确跟随,建立机械臂模型的坐标系,根据目标物体的坐标求解出各舵机关节在允许范围内的转动角度,确定二维坐标系下机械臂的运动轨迹.利用这一算法设计了基于视觉的机械臂跟随系统,系统主要包括控制系统、软件模块和硬件结构3个部分.搭建了机械臂目标跟随实验平台,利用摄像头通过LabVIEW 2018软件的视觉模块完成目标物体的快速识别与定位,得出目标物体的坐标位置,然后由LabVIEW程序运算得到机械臂各关节转动角度,通过舵机控制板实现关节舵机的特定运动,最终实现机械臂对目标物体的准确跟随.

Abstract

To achieve the goal that robotic arms can follow targets accurately,this paper established a two-dimensional coordinate system for the arm model under which the movement of the arm was calculated,and the acceptable rotation angle of every joint of steering engine was worked out according to the coordinates of targets.By using this algorithm,a vision-based target following system composed of software and hardware together with a control system was designed,and a relevant experimental platform was set up.The camera was used to quickly identify and locate targets through the visual module of LabVIEW 2018 so as to obtain the coordinates.The rotation angle of every joint was then calculated by LabVIEW,and the steering engine of the joints was directed to move in a specific way through a control board,which ultimately enabled the robotic arms to follow the targets accurately.

关键词

视觉目标识别与定位/机械臂跟随/多自由度自动控制

Key words

recognition and location of visual targets/target following of robotic arms/automatic control with multiple degrees of freedom

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基金项目

2022年山东省大学生创新创业训练计划项目(SC202210429076)

2022年山东省大学生创新创业训练计划项目(SC202210429135)

出版年

2024
江苏工程职业技术学院学报
南通纺织职业技术学院

江苏工程职业技术学院学报

影响因子:0.264
ISSN:1671-6191
参考文献量10
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