Variable Admittance Control of Robot Manipulators Based on Human Intention
This paper presents a variable admittance control method to achieve intuitive human-robot interactions that consider human intentions. Human intention is classified into two categories-direct and indirect. With respect to direct intention, the concept of standard force is introduced to adjust the in...
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Veröffentlicht in: | IEEE/ASME transactions on mechatronics 2019-06, Vol.24 (3), p.1023-1032 |
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creator | Kang, Gitae Oh, Hyun Seok Seo, Joon Kyue Kim, Uikyum Choi, Hyouk Ryeol |
description | This paper presents a variable admittance control method to achieve intuitive human-robot interactions that consider human intentions. Human intention is classified into two categories-direct and indirect. With respect to direct intention, the concept of standard force is introduced to adjust the interacting force. The proposed variable admittance control method improves intuitiveness when velocity is used as an estimate of direct intention. In the estimation of indirect intention, a force guidance method is suggested to make a robot follow and guide a human. The proposed control methodology is adapted to a six-DOF manipulator based on a one-dimensional analysis. The experiments are conducted with a manipulator (Universal Robots, UR10) and a force/torque sensor (Robotus, RFT60-HA) to evaluate the performance. The experiments validate that variable admittance control enhances the execution time, accuracy, and comfort of the operator. |
doi_str_mv | 10.1109/TMECH.2019.2910237 |
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Human intention is classified into two categories-direct and indirect. With respect to direct intention, the concept of standard force is introduced to adjust the interacting force. The proposed variable admittance control method improves intuitiveness when velocity is used as an estimate of direct intention. In the estimation of indirect intention, a force guidance method is suggested to make a robot follow and guide a human. The proposed control methodology is adapted to a six-DOF manipulator based on a one-dimensional analysis. The experiments are conducted with a manipulator (Universal Robots, UR10) and a force/torque sensor (Robotus, RFT60-HA) to evaluate the performance. 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(IEEE) 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c361t-2d77841309fb3aa691c04df8b5c615e39bc2abbe781a76c76439084b8f69d0563</citedby><cites>FETCH-LOGICAL-c361t-2d77841309fb3aa691c04df8b5c615e39bc2abbe781a76c76439084b8f69d0563</cites><orcidid>0000-0001-9819-8796 ; 0000-0003-3117-8701 ; 0000-0003-2902-7453</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8685113$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8685113$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Kang, Gitae</creatorcontrib><creatorcontrib>Oh, Hyun Seok</creatorcontrib><creatorcontrib>Seo, Joon Kyue</creatorcontrib><creatorcontrib>Kim, Uikyum</creatorcontrib><creatorcontrib>Choi, Hyouk Ryeol</creatorcontrib><title>Variable Admittance Control of Robot Manipulators Based on Human Intention</title><title>IEEE/ASME transactions on mechatronics</title><addtitle>TMECH</addtitle><description>This paper presents a variable admittance control method to achieve intuitive human-robot interactions that consider human intentions. Human intention is classified into two categories-direct and indirect. With respect to direct intention, the concept of standard force is introduced to adjust the interacting force. The proposed variable admittance control method improves intuitiveness when velocity is used as an estimate of direct intention. In the estimation of indirect intention, a force guidance method is suggested to make a robot follow and guide a human. The proposed control methodology is adapted to a six-DOF manipulator based on a one-dimensional analysis. The experiments are conducted with a manipulator (Universal Robots, UR10) and a force/torque sensor (Robotus, RFT60-HA) to evaluate the performance. The experiments validate that variable admittance control enhances the execution time, accuracy, and comfort of the operator.</description><subject>Admittance</subject><subject>Admittance control</subject><subject>Damping</subject><subject>Dimensional analysis</subject><subject>Electrical impedance</subject><subject>Force</subject><subject>human intention</subject><subject>Manipulators</subject><subject>Mathematical analysis</subject><subject>physical human–robot interaction</subject><subject>Robot arms</subject><subject>Robot control</subject><subject>Robot sensing systems</subject><subject>Robots</subject><subject>Torque sensors (robotics)</subject><subject>variable admittance</subject><issn>1083-4435</issn><issn>1941-014X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kM9LwzAYhoMoOKf_gF4CnjvzJWl-HGeZbrIhyBRvJWlT6OiSmaYH_3s7J57e7_A-3wsPQrdAZgBEP2w3i2I5owT0jGoglMkzNAHNISPAP8_HmyiWcc7yS3TV9ztCCAcCE_TyYWJrbOfwvN63KRlfOVwEn2LocGjwW7Ah4Y3x7WHoTAqxx4-mdzUOHi-HvfF45ZPzqQ3-Gl00puvdzV9O0fvTYlsss_Xr86qYr7OKCUgZraVUHBjRjWXGCA0V4XWjbF4JyB3TtqLGWicVGCkqKTjTRHGrGqFrkgs2Rfenv4cYvgbXp3IXhujHyZJSzqiUoPXYoqdWFUPfR9eUh9juTfwugZRHZ-Wvs_LorPxzNkJ3J6h1zv0DSqgcgLEflhNnKg</recordid><startdate>201906</startdate><enddate>201906</enddate><creator>Kang, Gitae</creator><creator>Oh, Hyun Seok</creator><creator>Seo, Joon Kyue</creator><creator>Kim, Uikyum</creator><creator>Choi, Hyouk Ryeol</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Admittance Admittance control Damping Dimensional analysis Electrical impedance Force human intention Manipulators Mathematical analysis physical human–robot interaction Robot arms Robot control Robot sensing systems Robots Torque sensors (robotics) variable admittance |
title | Variable Admittance Control of Robot Manipulators Based on Human Intention |
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