基于基架力传感器的多自由度机器人动力学辨识与接触力估计

Kaiki Fukutoku, T. Murakami
{"title":"基于基架力传感器的多自由度机器人动力学辨识与接触力估计","authors":"Kaiki Fukutoku, T. Murakami","doi":"10.12792/ICIAE2021.040","DOIUrl":null,"url":null,"abstract":"External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.","PeriodicalId":161085,"journal":{"name":"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamics Identification and Contact Force Estimation of Multi DoF Robot Based on Base Frame Force Sensor\",\"authors\":\"Kaiki Fukutoku, T. Murakami\",\"doi\":\"10.12792/ICIAE2021.040\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.\",\"PeriodicalId\":161085,\"journal\":{\"name\":\"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12792/ICIAE2021.040\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12792/ICIAE2021.040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

外力检测系统对于机器人在人类生存环境中运行起着重要的作用。力信息决定了机器人与环境之间的相互作用。然而,使用力传感器有许多限制。大范围接触检测需要许多力传感器。利用电流和角度信息的无力传感器方法难以应用于高减速比机构。在本文中,我们提出了一种估计接触力的方法,使用一个力传感器在基础框架中实现。为了估计接触力,有必要对机器人进行动力学辨识。仅使用基本框架力传感器和编码器来识别动力学。因此,它很容易应用。此外,由于它不受关节摩擦的影响,可以应用于高减速比机构。所提出的接触力估计方法对整个机器人具有敏感性。因此,无论力施加到机器人的哪个位置,接触检测都是可能的。实验验证了动力学辨识和接触力估计的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamics Identification and Contact Force Estimation of Multi DoF Robot Based on Base Frame Force Sensor
External force detection system plays an important role for robots to operate in the human living environment. Force information determines the interaction between the robot and the environment. However, there are many restrictions on the use of force sensors. Many force sensors are required for wide range contact detection. The force sensor-less method that uses current and angle information is difficult to apply for high reduction ratio mechanisms. In this paper, we propose a method for estimating contact force using one force sensor implemented in the base frame. It is necessary to identify the robot dynamics in order to estimate the contact force. Only the base frame force sensor and encoders are used to identify the dynamics. Therefore, it is very easy to apply. In addition, since it is not affected by joint friction, it can be applied to high reduction ratio mechanisms. The proposed contact force estimation method has a sensitivity for the entire robots. Therefore, contact detection is possible no matter where the force is applied to the robot. The effectiveness of the dynamics identification and the contact force estimation is verified experimentally.
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