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基于OpenMV的五自由度机械臂控制方法研究
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国家重点研发计划(2019YFB1705803);第十五批江苏省“六大人才高峰”高层次人才项目(GDZB-042)


Research on Control Method of Five Degree of Freedom Manipulator Based on OpenMV
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    摘要:

    以五自由度机械臂为研究对象,建立D-H数学模型,探究几何法与代数法求关节角的过程,使用五次多项式插值的运动轨迹规划算法。通过建立仿真模型验证了运动学求解方法与轨迹规划算法的有效性。采用一种基于机械臂几何模型的逆运动学分析方法,设计OpenMV摄像头的图像识别与处理算法来精准定位目标物,并将目标物的位姿发送给主控系统,实现五自由度机械臂自主抓取目标物的功能。以乒乓球为抓取目标进行实验验证,结果表明:此设计能精准定位目标物,完成有效抓取,控制性能稳定、可靠。

    Abstract:

    Taking the five degree of freedom manipulator as the research object,the D-H mathematical model was established,the process of calculating the joint angle by geometric method and algebraic method was explored,and the motion trajectory planning algorithm using quintic polynomial interpolation was used.By establishing the simulation model,the effectiveness of the kinematic solution method and trajectory planning algorithm was verified.An inverse kinematics analysis method based on the geometric model of manipulator was adopted to design the image recognition and processing algorithm of OpenMV camera to precisely locate the target,and the position and pose of the target were sent to the main control system to realize the function of the five degree of freedom manipulator to grab the target autonomously.Table tennis was used as the target for experimental verification.The experimental results show that using the design,the target object can be precisely located,the effective grasp is completed,and the control performance is stable and reliable.

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张宇豪,庞辰骅,宋子韩,钱嘉毅,蒋书波.基于OpenMV的五自由度机械臂控制方法研究[J].机床与液压,2024,52(5):1-7.
ZHANG Yuhao, PANG Chenhua, SONG Zihan, QIAN Jiayi, JIANG Shubo. Research on Control Method of Five Degree of Freedom Manipulator Based on OpenMV[J]. Machine Tool & Hydraulics,2024,52(5):1-7

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  • 在线发布日期: 2024-03-25
  • 出版日期: 2024-03-15