FPGA based hardware accelerator for calculations of the parallel robot inverse kinematics

K. Gac, G. Karpiel, M. Petko
{"title":"FPGA based hardware accelerator for calculations of the parallel robot inverse kinematics","authors":"K. Gac, G. Karpiel, M. Petko","doi":"10.1109/ETFA.2012.6489717","DOIUrl":null,"url":null,"abstract":"The paper presents an application of field programmable gate arrays (FPGA) to support the calculation of the inverse kinematics problem of a parallel robot. The presented robot is designed for milling by moving the spindle along a desired trajectory generated in the Cartesian space. This means that for each point of the trajectory a solution of the inverse kinematics problem is needed. The resulting sequence of data creates the joint space trajectory that must be calculated on-line at high frequency. The paper shows how to decrease the calculation time preserving required accuracy, by augmenting the arithmetic-logic unit (ALU) of a microprocessor with custom instructions. The hardware implementation of the accelerator is described and results of calculations performed in an Altera FPGA chip are analyzed.","PeriodicalId":222799,"journal":{"name":"Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ETFA.2012.6489717","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

The paper presents an application of field programmable gate arrays (FPGA) to support the calculation of the inverse kinematics problem of a parallel robot. The presented robot is designed for milling by moving the spindle along a desired trajectory generated in the Cartesian space. This means that for each point of the trajectory a solution of the inverse kinematics problem is needed. The resulting sequence of data creates the joint space trajectory that must be calculated on-line at high frequency. The paper shows how to decrease the calculation time preserving required accuracy, by augmenting the arithmetic-logic unit (ALU) of a microprocessor with custom instructions. The hardware implementation of the accelerator is described and results of calculations performed in an Altera FPGA chip are analyzed.
基于FPGA硬件加速器的并联机器人逆运动学计算
本文介绍了现场可编程门阵列(FPGA)在并联机器人逆运动学问题计算中的应用。所设计的机器人是通过在笛卡尔空间中沿期望轨迹移动主轴来实现铣削的。这意味着对于轨迹的每一点,都需要一个逆运动学问题的解。由此产生的数据序列创建了必须在高频下在线计算的关节空间轨迹。本文介绍了如何通过在微处理器的算术逻辑单元(ALU)上增加自定义指令来减少计算时间并保持所需的精度。描述了加速器的硬件实现,并分析了在Altera FPGA芯片上进行的计算结果。
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
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