基于机器人操作系统的四自由度机械臂关节控制实现

Zied Ben Hazem, Resul Ince, S. Dilibal
{"title":"基于机器人操作系统的四自由度机械臂关节控制实现","authors":"Zied Ben Hazem, Resul Ince, S. Dilibal","doi":"10.1109/ICTACSE50438.2022.10009733","DOIUrl":null,"url":null,"abstract":"The paper describes the joint position control implementation for 4 degrees of freedom (4-DOFs) robot manipulator with a robot operating system (ROS) that may be used for robotics courses. ROS contains various plugins and software packages for robots' data analysis used in robotic engineering education. To accomplish the position control of joints using the ROS, the connection between the Arduino controller board and ROS was created. Moreover, using the Arduino controller board, all motors of the 4-DOFs arm robot are controlled using a PID controller. The forward and inverse kinematic models for the 4-DOFs robot manipulator are also developed based on the Denavit-Hartenberg (DH) method. The obtained DH parameters were used in the 3D kinematic model trajectory provided by the RoboAnalyzer software to determine the position, velocity, and acceleration plots for each joint. The direct and inverse kinematic models are used in the implementation of the position controller. The results further indicate that the proposed position control using the PID controller in ROS returns accurate tracking results in terms of minimum root mean squared errors (RMSEs) that can be used in the control of any industrial robot.","PeriodicalId":301767,"journal":{"name":"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Joint Control Implementation of 4-DOF Robotic Arm Using Robot Operating System\",\"authors\":\"Zied Ben Hazem, Resul Ince, S. Dilibal\",\"doi\":\"10.1109/ICTACSE50438.2022.10009733\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper describes the joint position control implementation for 4 degrees of freedom (4-DOFs) robot manipulator with a robot operating system (ROS) that may be used for robotics courses. ROS contains various plugins and software packages for robots' data analysis used in robotic engineering education. To accomplish the position control of joints using the ROS, the connection between the Arduino controller board and ROS was created. Moreover, using the Arduino controller board, all motors of the 4-DOFs arm robot are controlled using a PID controller. The forward and inverse kinematic models for the 4-DOFs robot manipulator are also developed based on the Denavit-Hartenberg (DH) method. The obtained DH parameters were used in the 3D kinematic model trajectory provided by the RoboAnalyzer software to determine the position, velocity, and acceleration plots for each joint. The direct and inverse kinematic models are used in the implementation of the position controller. The results further indicate that the proposed position control using the PID controller in ROS returns accurate tracking results in terms of minimum root mean squared errors (RMSEs) that can be used in the control of any industrial robot.\",\"PeriodicalId\":301767,\"journal\":{\"name\":\"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICTACSE50438.2022.10009733\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTACSE50438.2022.10009733","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文介绍了可用于机器人课程的机器人操作系统(ROS)的四自由度(4- dofs)机器人机械手的关节位置控制实现。ROS包含用于机器人工程教育中机器人数据分析的各种插件和软件包。为了利用ROS实现关节的位置控制,我们创建了Arduino控制器板与ROS之间的连接。此外,利用Arduino控制器板,采用PID控制器对4自由度手臂机器人的所有电机进行控制。基于Denavit-Hartenberg (DH)方法建立了四自由度机器人的正运动学和逆运动学模型。得到的DH参数用于RoboAnalyzer软件提供的三维运动学模型轨迹,确定每个关节的位置、速度和加速度图。在位置控制器的实现中采用了正运动学和逆运动学模型。结果进一步表明,所提出的在ROS中使用PID控制器的位置控制以最小均方根误差(rmse)的形式返回准确的跟踪结果,可用于任何工业机器人的控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Control Implementation of 4-DOF Robotic Arm Using Robot Operating System
The paper describes the joint position control implementation for 4 degrees of freedom (4-DOFs) robot manipulator with a robot operating system (ROS) that may be used for robotics courses. ROS contains various plugins and software packages for robots' data analysis used in robotic engineering education. To accomplish the position control of joints using the ROS, the connection between the Arduino controller board and ROS was created. Moreover, using the Arduino controller board, all motors of the 4-DOFs arm robot are controlled using a PID controller. The forward and inverse kinematic models for the 4-DOFs robot manipulator are also developed based on the Denavit-Hartenberg (DH) method. The obtained DH parameters were used in the 3D kinematic model trajectory provided by the RoboAnalyzer software to determine the position, velocity, and acceleration plots for each joint. The direct and inverse kinematic models are used in the implementation of the position controller. The results further indicate that the proposed position control using the PID controller in ROS returns accurate tracking results in terms of minimum root mean squared errors (RMSEs) that can be used in the control of any industrial robot.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信