Improving the Performance of Auxiliary Null Space Tasks via Time Scaling-Based Relaxation of the Primary Task

Nico Mansfeld, Youssef Michel, T. Bruckmann, S. Haddadin
{"title":"Improving the Performance of Auxiliary Null Space Tasks via Time Scaling-Based Relaxation of the Primary Task","authors":"Nico Mansfeld, Youssef Michel, T. Bruckmann, S. Haddadin","doi":"10.1109/ICRA.2019.8794225","DOIUrl":null,"url":null,"abstract":"Kinematic redundancy enhances the dexterity and flexibility of robot manipulators. By exploiting the redundant degrees of freedom, auxiliary null space tasks can be carried out in addition to the primary task. Such auxiliary tasks are often formulated in terms of a performance or safety criterion that shall be minimized. If the optimization criterion, however, is defined in global terms, then it is directly affected by the primary task. As a consequence, the task achievement of the auxiliary task may be unnecessarily detrimented by the main task. In addition to modifying the primary task via constraint relaxation, a possible solution for improving the performance of the auxiliary task is to relax the primary task temporarily via time scaling. This gives the null space task more time for achieving its objective. In this paper, we propose several such time scaling schemes and verify their performance for a DLR/KUKA Lightweight Robot with one redundant degree of freedom. Finally, we extend the concept to multiple prioritized tasks and provide a simulation example.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"1 1","pages":"9342-9348"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Robotics and Automation (ICRA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRA.2019.8794225","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Kinematic redundancy enhances the dexterity and flexibility of robot manipulators. By exploiting the redundant degrees of freedom, auxiliary null space tasks can be carried out in addition to the primary task. Such auxiliary tasks are often formulated in terms of a performance or safety criterion that shall be minimized. If the optimization criterion, however, is defined in global terms, then it is directly affected by the primary task. As a consequence, the task achievement of the auxiliary task may be unnecessarily detrimented by the main task. In addition to modifying the primary task via constraint relaxation, a possible solution for improving the performance of the auxiliary task is to relax the primary task temporarily via time scaling. This gives the null space task more time for achieving its objective. In this paper, we propose several such time scaling schemes and verify their performance for a DLR/KUKA Lightweight Robot with one redundant degree of freedom. Finally, we extend the concept to multiple prioritized tasks and provide a simulation example.
基于时间尺度的主任务松弛改进辅助零空间任务的性能
运动冗余提高了机器人机械手的灵巧性和灵活性。通过利用冗余自由度,可以在主任务之外执行辅助零空间任务。这些辅助任务通常是根据应尽量减少的性能或安全标准制定的。然而,如果优化准则是在全局条件下定义的,那么它将直接受到主要任务的影响。因此,辅助任务的任务完成可能会被主任务不必要地损害。除了通过放松约束来修改主任务外,提高辅助任务性能的一种可能的解决方案是通过时间尺度暂时放松主任务。这为零空间任务提供了更多的时间来实现其目标。在本文中,我们提出了几种这样的时间尺度方案,并验证了它们在具有一个冗余自由度的DLR/KUKA轻型机器人上的性能。最后,我们将这个概念扩展到多个优先级任务,并提供了一个仿真示例。
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:481959085
Book学术官方微信