Proxy-based guidance virtual fixtures with orientation constraints: Proxy-based guidance virtual fixtures with orientation constraints
Aiming at the problem of defining the shortest distance between poses in traditional virtual fixtures, this paper proposes a proxy-based guidance virtual fixtures with orientation constraints, which can assist operators in the path following task. By designing the dynamics of the proxy and then conn...
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Veröffentlicht in: | International journal of intelligent robotics and applications Online 2024-12, Vol.8 (4), p.889-899 |
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description | Aiming at the problem of defining the shortest distance between poses in traditional virtual fixtures, this paper proposes a proxy-based guidance virtual fixtures with orientation constraints, which can assist operators in the path following task. By designing the dynamics of the proxy and then connecting it to the robot using a spring-damping model, the end-effector position can be constrained within the pipeline and cone, and the stiffness coefficients of the virtual forces can be adjusted linearly or nonlinearly. To overcome the cumulative errors, we then propose a discretized improved algorithm, which applies the virtual fixtures on a discretized reference curve. Furthermore, the orientation constraints are defined, and hence the end-effector orientation can also be constrained within a specific range to comply with ergonomics. An experiment was conducted using a Franka Emika Panda robot and involving 9 subjects. The results show that compared to the gravity compensation mode, the pipeline virtual fixtures and the virtual fixtures with the pipeline and cone, as proposed in this paper, reduced task completion time by 38% and 44.7%, respectively. Additionally, they reduced the total mental burden obtained from NASA-TLX by 29.96% and 47.42%, respectively. |
doi_str_mv | 10.1007/s41315-024-00371-w |
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By designing the dynamics of the proxy and then connecting it to the robot using a spring-damping model, the end-effector position can be constrained within the pipeline and cone, and the stiffness coefficients of the virtual forces can be adjusted linearly or nonlinearly. To overcome the cumulative errors, we then propose a discretized improved algorithm, which applies the virtual fixtures on a discretized reference curve. Furthermore, the orientation constraints are defined, and hence the end-effector orientation can also be constrained within a specific range to comply with ergonomics. An experiment was conducted using a Franka Emika Panda robot and involving 9 subjects. The results show that compared to the gravity compensation mode, the pipeline virtual fixtures and the virtual fixtures with the pipeline and cone, as proposed in this paper, reduced task completion time by 38% and 44.7%, respectively. Additionally, they reduced the total mental burden obtained from NASA-TLX by 29.96% and 47.42%, respectively.</description><identifier>ISSN: 2366-5971</identifier><identifier>EISSN: 2366-598X</identifier><identifier>DOI: 10.1007/s41315-024-00371-w</identifier><language>eng</language><publisher>Singapore: Springer Nature Singapore</publisher><subject>Algorithms ; Artificial Intelligence ; Collaboration ; Completion time ; Computer Science ; Constraints ; Control ; Damping ; Electronics and Microelectronics ; End effectors ; Ergonomics ; Fixtures ; Haptics ; Instrumentation ; Machines ; Manufacturing ; Mechatronics ; Orientation ; Processes ; Regular Paper ; Robotics ; Robots ; Stiffness coefficients ; Trajectory planning ; User Interfaces and Human Computer Interaction</subject><ispartof>International journal of intelligent robotics and applications Online, 2024-12, Vol.8 (4), p.889-899</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2024 Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>Copyright Springer Nature B.V. 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By designing the dynamics of the proxy and then connecting it to the robot using a spring-damping model, the end-effector position can be constrained within the pipeline and cone, and the stiffness coefficients of the virtual forces can be adjusted linearly or nonlinearly. To overcome the cumulative errors, we then propose a discretized improved algorithm, which applies the virtual fixtures on a discretized reference curve. Furthermore, the orientation constraints are defined, and hence the end-effector orientation can also be constrained within a specific range to comply with ergonomics. An experiment was conducted using a Franka Emika Panda robot and involving 9 subjects. The results show that compared to the gravity compensation mode, the pipeline virtual fixtures and the virtual fixtures with the pipeline and cone, as proposed in this paper, reduced task completion time by 38% and 44.7%, respectively. Additionally, they reduced the total mental burden obtained from NASA-TLX by 29.96% and 47.42%, respectively.</description><subject>Algorithms</subject><subject>Artificial Intelligence</subject><subject>Collaboration</subject><subject>Completion time</subject><subject>Computer Science</subject><subject>Constraints</subject><subject>Control</subject><subject>Damping</subject><subject>Electronics and Microelectronics</subject><subject>End effectors</subject><subject>Ergonomics</subject><subject>Fixtures</subject><subject>Haptics</subject><subject>Instrumentation</subject><subject>Machines</subject><subject>Manufacturing</subject><subject>Mechatronics</subject><subject>Orientation</subject><subject>Processes</subject><subject>Regular Paper</subject><subject>Robotics</subject><subject>Robots</subject><subject>Stiffness coefficients</subject><subject>Trajectory planning</subject><subject>User Interfaces and Human Computer Interaction</subject><issn>2366-5971</issn><issn>2366-598X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kD1PwzAQhi0EElXpH2CKxGw4x47tjFDxJVWCASQ2y3Hs4qo4xXZo--8JBMHGdDe8z3unB6FTAucEQFwkRiipMJQMA1BB8PYATUrKOa5q-XL4uwtyjGYprQCgBMY54xN09Ri73R43Otm2WPa-1cHY4sPH3Ot14fwu99GmYuvza9FFb0PW2XehMF1IOWofcjpBR06vk539zCl6vrl-mt_hxcPt_fxygU0JkLGgjeOScsoBGBNW25oLw4HWYngGqqZuWksFyEbK2mlBDXOSC9caqKirLJ2is7F3E7v33qasVl0fw3BSUcJAciKZGFLlmDKxSylapzbRv-m4VwTUly416lKDLvWtS20HiI5QGsJhaeNf9T_UJ_2NbaY</recordid><startdate>20241201</startdate><enddate>20241201</enddate><creator>Hu, Weitao</creator><creator>Pan, Xinan</creator><creator>Wang, Hongguang</creator><general>Springer Nature Singapore</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>JQ2</scope><orcidid>https://orcid.org/0000-0001-8539-9345</orcidid></search><sort><creationdate>20241201</creationdate><title>Proxy-based guidance virtual fixtures with orientation constraints</title><author>Hu, Weitao ; Pan, Xinan ; Wang, Hongguang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c200t-73bf68363600447eae967c6039704605b9bde3708b889fa73c4f867fdc053f5e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Algorithms</topic><topic>Artificial Intelligence</topic><topic>Collaboration</topic><topic>Completion time</topic><topic>Computer Science</topic><topic>Constraints</topic><topic>Control</topic><topic>Damping</topic><topic>Electronics and Microelectronics</topic><topic>End effectors</topic><topic>Ergonomics</topic><topic>Fixtures</topic><topic>Haptics</topic><topic>Instrumentation</topic><topic>Machines</topic><topic>Manufacturing</topic><topic>Mechatronics</topic><topic>Orientation</topic><topic>Processes</topic><topic>Regular Paper</topic><topic>Robotics</topic><topic>Robots</topic><topic>Stiffness coefficients</topic><topic>Trajectory planning</topic><topic>User Interfaces and Human Computer Interaction</topic><toplevel>online_resources</toplevel><creatorcontrib>Hu, Weitao</creatorcontrib><creatorcontrib>Pan, Xinan</creatorcontrib><creatorcontrib>Wang, Hongguang</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Computer Science Collection</collection><jtitle>International journal of intelligent robotics and applications Online</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Weitao</au><au>Pan, Xinan</au><au>Wang, Hongguang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Proxy-based guidance virtual fixtures with orientation constraints: Proxy-based guidance virtual fixtures with orientation constraints</atitle><jtitle>International journal of intelligent robotics and applications Online</jtitle><stitle>Int J Intell Robot Appl</stitle><date>2024-12-01</date><risdate>2024</risdate><volume>8</volume><issue>4</issue><spage>889</spage><epage>899</epage><pages>889-899</pages><issn>2366-5971</issn><eissn>2366-598X</eissn><abstract>Aiming at the problem of defining the shortest distance between poses in traditional virtual fixtures, this paper proposes a proxy-based guidance virtual fixtures with orientation constraints, which can assist operators in the path following task. By designing the dynamics of the proxy and then connecting it to the robot using a spring-damping model, the end-effector position can be constrained within the pipeline and cone, and the stiffness coefficients of the virtual forces can be adjusted linearly or nonlinearly. To overcome the cumulative errors, we then propose a discretized improved algorithm, which applies the virtual fixtures on a discretized reference curve. Furthermore, the orientation constraints are defined, and hence the end-effector orientation can also be constrained within a specific range to comply with ergonomics. An experiment was conducted using a Franka Emika Panda robot and involving 9 subjects. The results show that compared to the gravity compensation mode, the pipeline virtual fixtures and the virtual fixtures with the pipeline and cone, as proposed in this paper, reduced task completion time by 38% and 44.7%, respectively. 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subjects | Algorithms Artificial Intelligence Collaboration Completion time Computer Science Constraints Control Damping Electronics and Microelectronics End effectors Ergonomics Fixtures Haptics Instrumentation Machines Manufacturing Mechatronics Orientation Processes Regular Paper Robotics Robots Stiffness coefficients Trajectory planning User Interfaces and Human Computer Interaction |
title | Proxy-based guidance virtual fixtures with orientation constraints: Proxy-based guidance virtual fixtures with orientation constraints |
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