A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks

Bimanual telemanipulation is vital for facilitating robots to complete complex and dexterous tasks that involve two handheld objects under teleoperation scenarios. However, the bimanual configuration introduces higher complexity, dynamics, and uncertainty, especially in those uncontrolled and unstru...

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Main Authors: Zhu, Guoniu, Xiao, Xiao, Li, Changsheng, Ma, Jin, Ponraj, Godwin, Prituja, A. V., Ren, Hongliang
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/146190
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1461902023-03-04T17:12:49Z A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks Zhu, Guoniu Xiao, Xiao Li, Changsheng Ma, Jin Ponraj, Godwin Prituja, A. V. Ren, Hongliang School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering Robotic Teleoperation Bimanual Manipulation Bimanual telemanipulation is vital for facilitating robots to complete complex and dexterous tasks that involve two handheld objects under teleoperation scenarios. However, the bimanual configuration introduces higher complexity, dynamics, and uncertainty, especially in those uncontrolled and unstructured environments, which require more advanced system integration. This paper presents a bimanual robotic teleoperation architecture with modular anthropomorphic hybrid grippers for the purpose of improving the telemanipulation capability under unstructured environments. Generally, there are two teleoperated subsystems within this architecture. The first one is the Leap Motion Controller and the anthropomorphic hybrid robotic grippers. Two 3D printed anthropomorphic hybrid robotic grippers with modular joints and soft layer augmentations are designed, fabricated, and equipped for telemanipulation tasks. A Leap Motion Controller is used to track the motion of two human hands, while each hand is utilized to teleoperate one robotic gripper. The second one is the haptic devices and the robotic arms. Two haptic devices are adopted as the master devices while each of them takes responsibility for one arm control. Based on such a framework, an average RMSE (root-mean-square-error) value of 0.0204 rad is obtained in joint tracking. Nine sign-language demonstrations and twelve object grasping tasks were conducted with the robotic gripper teleoperation. A challenging bimanual manipulation task for an object with 5.2 kg was well addressed using the integrated teleoperation system. Experimental results show that the proposed bimanual teleoperation system can effectively handle typical manipulation tasks, with excellent adaptabilities for a wide range of shapes, sizes, and weights, as well as grasping modes. Published version 2021-01-29T07:32:50Z 2021-01-29T07:32:50Z 2020 Journal Article Zhu, G., Xiao, X., Li, C., Ma, J., Ponraj, G., Prituja, A. V. & Ren, H. A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks. Applied Sciences, 10(6), 2086-. doi:10.3390/app10062086 2076-3417 0000-0002-1254-5740 0000-0003-2469-4222 0000-0002-3661-7702 https://hdl.handle.net/10356/146190 10.3390/app10062086 2-s2.0-85082701463 6 10 en Applied Sciences © 2020 The Author(s). Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Robotic Teleoperation
Bimanual Manipulation
spellingShingle Engineering::Mechanical engineering
Robotic Teleoperation
Bimanual Manipulation
Zhu, Guoniu
Xiao, Xiao
Li, Changsheng
Ma, Jin
Ponraj, Godwin
Prituja, A. V.
Ren, Hongliang
A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
description Bimanual telemanipulation is vital for facilitating robots to complete complex and dexterous tasks that involve two handheld objects under teleoperation scenarios. However, the bimanual configuration introduces higher complexity, dynamics, and uncertainty, especially in those uncontrolled and unstructured environments, which require more advanced system integration. This paper presents a bimanual robotic teleoperation architecture with modular anthropomorphic hybrid grippers for the purpose of improving the telemanipulation capability under unstructured environments. Generally, there are two teleoperated subsystems within this architecture. The first one is the Leap Motion Controller and the anthropomorphic hybrid robotic grippers. Two 3D printed anthropomorphic hybrid robotic grippers with modular joints and soft layer augmentations are designed, fabricated, and equipped for telemanipulation tasks. A Leap Motion Controller is used to track the motion of two human hands, while each hand is utilized to teleoperate one robotic gripper. The second one is the haptic devices and the robotic arms. Two haptic devices are adopted as the master devices while each of them takes responsibility for one arm control. Based on such a framework, an average RMSE (root-mean-square-error) value of 0.0204 rad is obtained in joint tracking. Nine sign-language demonstrations and twelve object grasping tasks were conducted with the robotic gripper teleoperation. A challenging bimanual manipulation task for an object with 5.2 kg was well addressed using the integrated teleoperation system. Experimental results show that the proposed bimanual teleoperation system can effectively handle typical manipulation tasks, with excellent adaptabilities for a wide range of shapes, sizes, and weights, as well as grasping modes.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Zhu, Guoniu
Xiao, Xiao
Li, Changsheng
Ma, Jin
Ponraj, Godwin
Prituja, A. V.
Ren, Hongliang
format Article
author Zhu, Guoniu
Xiao, Xiao
Li, Changsheng
Ma, Jin
Ponraj, Godwin
Prituja, A. V.
Ren, Hongliang
author_sort Zhu, Guoniu
title A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
title_short A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
title_full A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
title_fullStr A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
title_full_unstemmed A bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
title_sort bimanual robotic teleoperation architecture with anthropomorphic hybrid grippers for unstructured manipulation tasks
publishDate 2021
url https://hdl.handle.net/10356/146190
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