G.O.G: a versatile gripper-on-gripper design for bimanual cloth manipulation with a single robotic arm
File(s)GoG_final_submission.pdf (6.78 MB)
Accepted version
Author(s)
Lee, Dongmyoung
Chen, Wei
Chen, Xiaoshuai
Rojas, Nicolas
Type
Journal Article
Abstract
The manipulation of garments poses research challenges due to their deformable nature and the extensive variability in shapes and sizes. Despite numerous attempts by researchers to address these via approaches involving robot perception and control, there has been a relatively limited interest in resolving it through the co-development of robot hardware. Consequently, the majority of studies employ off-the-shelf grippers in conjunction with dual robot arms to enable bimanual manipulation and high dexterity. However, this dual-arm system increases the overall cost of the robotic system as well as its control complexity in order to tackle robot collisions and other robot coordination issues. As an alternative approach, we propose to enable bimanual cloth manipulation using a single robot arm via novel end effector design—sharing dexterity skills between
manipulator and gripper rather than relying entirely on robot arm coordination. To this end, we introduce a new gripper, called G.O.G., based on a gripper-on-gripper structure where the first gripper independently regulates the span, up to 500mm, between its fingers which are in turn also grippers. These finger grippers consist of a variable friction module that enables two grasping modes: firm and sliding grasps. Household item and cloth object benchmarks are employed to evaluate the performance of the proposed design, encompassing both experiments on the gripper design itself and on cloth manipulation. Experimental
results demonstrate the potential of the introduced ideas to
undertake a range of bimanual cloth manipulation tasks with
a single robot arm. Supplementary material is available at
https://sites.google.com/view/gripperongripper.
manipulator and gripper rather than relying entirely on robot arm coordination. To this end, we introduce a new gripper, called G.O.G., based on a gripper-on-gripper structure where the first gripper independently regulates the span, up to 500mm, between its fingers which are in turn also grippers. These finger grippers consist of a variable friction module that enables two grasping modes: firm and sliding grasps. Household item and cloth object benchmarks are employed to evaluate the performance of the proposed design, encompassing both experiments on the gripper design itself and on cloth manipulation. Experimental
results demonstrate the potential of the introduced ideas to
undertake a range of bimanual cloth manipulation tasks with
a single robot arm. Supplementary material is available at
https://sites.google.com/view/gripperongripper.
Date Issued
2024-03
Date Acceptance
2024-01-17
Citation
IEEE Robotics and Automation Letters, 2024, 9 (3), pp.2415-2422
ISSN
2377-3766
Publisher
Institute of Electrical and Electronics Engineers
Start Page
2415
End Page
2422
Journal / Book Title
IEEE Robotics and Automation Letters
Volume
9
Issue
3
Copyright Statement
Copyright © 2024 IEEE. This is the author’s accepted manuscript made available under a CC-BY licence in accordance with Imperial’s Research Publications Open Access policy (www.imperial.ac.uk/oa-policy)
License URL
Identifier
https://ieeexplore.ieee.org/abstract/document/10410659
Publication Status
Published
Date Publish Online
2024-01-22