Geometric approach to solving inverse kinematics of six DOF robot with spherical joints

IF 0.6 Q3 ENGINEERING, MULTIDISCIPLINARY
Nacer Hadidi, Mohamed Bouaziz, Chawki Mahfoudi, Mohamed Zaharuddin
{"title":"Geometric approach to solving inverse kinematics of six DOF robot with spherical joints","authors":"Nacer Hadidi, Mohamed Bouaziz, Chawki Mahfoudi, Mohamed Zaharuddin","doi":"10.14311/ap.2023.63.0326","DOIUrl":null,"url":null,"abstract":"Inverse kinematics is a fundamental concept in robotics that plays a crucial role in a robot’s ability to perform tasks. In this contribution, we propose a novel geometric approach based on vector calculus to solve the inverse kinematics problem. The primary advantage of this approach originates from the solutions, which exhibit a linear form and uncoupled equations. To validate the effectiveness and correctness of our proposed method, we constructed a six-degrees-of-freedom robot. This robot is controlled by an Arduino Mega 2650 on which we have implemented the inverse kinematics algorithm. The validation process involved considering various desired trajectories of the end-effector, which were simulated in Matlab and then performed by the physical robot. Importantly, our findings confirm that the end-effector successfully tracks the predefined trajectories. Furthermore, we conducted a comparative analysis between Paul’s method and the results obtained from joint angles using our proposed approach. Interestingly, our study reveals a significant similarity between the two sets of results, reaffirming the accuracy and validity of the approach presented in this study.","PeriodicalId":45804,"journal":{"name":"Acta Polytechnica","volume":"904 1","pages":""},"PeriodicalIF":0.6000,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Polytechnica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14311/ap.2023.63.0326","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Inverse kinematics is a fundamental concept in robotics that plays a crucial role in a robot’s ability to perform tasks. In this contribution, we propose a novel geometric approach based on vector calculus to solve the inverse kinematics problem. The primary advantage of this approach originates from the solutions, which exhibit a linear form and uncoupled equations. To validate the effectiveness and correctness of our proposed method, we constructed a six-degrees-of-freedom robot. This robot is controlled by an Arduino Mega 2650 on which we have implemented the inverse kinematics algorithm. The validation process involved considering various desired trajectories of the end-effector, which were simulated in Matlab and then performed by the physical robot. Importantly, our findings confirm that the end-effector successfully tracks the predefined trajectories. Furthermore, we conducted a comparative analysis between Paul’s method and the results obtained from joint angles using our proposed approach. Interestingly, our study reveals a significant similarity between the two sets of results, reaffirming the accuracy and validity of the approach presented in this study.
用几何方法解决带球形关节的六 DOF 机器人的逆运动学问题
逆运动学是机器人学中的一个基本概念,对机器人执行任务的能力起着至关重要的作用。在本文中,我们提出了一种基于矢量微积分的新型几何方法来解决逆运动学问题。这种方法的主要优势在于其解决方案呈现出线性形式和非耦合方程。为了验证我们提出的方法的有效性和正确性,我们构建了一个六自由度机器人。该机器人由 Arduino Mega 2650 控制,我们在其上实现了逆运动学算法。验证过程包括考虑末端执行器的各种预期轨迹,这些轨迹在 Matlab 中进行模拟,然后由实体机器人执行。重要的是,我们的研究结果证实,末端执行器能成功跟踪预定轨迹。此外,我们还对保罗的方法和使用我们提出的方法从关节角度获得的结果进行了比较分析。有趣的是,我们的研究发现这两组结果之间存在显著的相似性,再次证实了本研究提出的方法的准确性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Acta Polytechnica
Acta Polytechnica ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.90
自引率
12.50%
发文量
49
审稿时长
24 weeks
期刊介绍: Acta Polytechnica is a scientific journal published by CTU in Prague. The main title, Acta Polytechnica, is accompanied by the subtitle Journal of Advanced Engineering, which defines the scope of the journal more precisely - Acta Polytechnica covers a wide spectrum of engineering topics, physics and mathematics. Our aim is to be a high-quality multi-disciplinary journal publishing the results of basic research and also applied research. We place emphasis on the quality of all published papers. The journal should also serve as a bridge between basic research in natural sciences and applied research in all technical disciplines. The innovative research results published by young researchers or by postdoctoral fellows, and also the high-quality papers by researchers from the international scientific community, reflect the good position of CTU in the World University Rankings. We hope that you will find our journal interesting, and that it will serve as a valuable source of scientific information.
×
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:481959085
Book学术官方微信