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Challenges and Outlook in Robotic Manipulation of Deformable Objects.

Authors :
Zhu, Jihong
Cherubini, Andrea
Dune, Claire
Navarro-Alarcon, David
Alambeigi, Farshid
Berenson, Dmitry
Ficuciello, Fanny
Harada, Kensuke
Kober, Jens
Li, Xiang
Pan, Jia
Yuan, Wenzhen
Gienger, Michael
Source :
IEEE Robotics & Automation Magazine; Sep2022, Vol. 29 Issue 3, p67-77, 11p
Publication Year :
2022

Abstract

Deformable object manipulation (DOM) is an emerging research problem in robotics. The ability to manipulate deformable objects endows robots with higher autonomy and promises new applications in the industrial, services, and health-care sectors. However, compared to rigid object manipulation, the manipulation of deformable objects is considerably more complex and is still an open research problem. Addressing DOM challenges demands breakthroughs in almost all aspects of robotics: hardware design, sensing, (deformation) modeling, planning, and control. In this article, we review recent advances and highlight the main challenges when considering deformation in each subfield. A particular focus of our article lies in the discussions of these challenges and proposing future directions of research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10709932
Volume :
29
Issue :
3
Database :
Complementary Index
Journal :
IEEE Robotics & Automation Magazine
Publication Type :
Academic Journal
Accession number :
159209555
Full Text :
https://doi.org/10.1109/MRA.2022.3147415