Model-Based Control of Soft Robots A SURVEY OF THE STATE OF THE ART AND OPEN CHALLENGES

被引:168
作者
Della Santina, Cosimo [1 ,2 ,3 ]
Duriez, Christian [4 ,5 ,6 ]
Rus, Daniela [7 ,8 ]
机构
[1] Delft Univ Technol, NL-2628 CD Delft, Netherlands
[2] German Aerosp Inst, Cologne, Germany
[3] Tech Univ Munich, Dept Informat, Munich, Germany
[4] CIMIT SimGrp, Boston, MA USA
[5] Natl Inst Res Digital Sci & Technol INRIA, F-59000 Lille, France
[6] Deformable Robot Software Team, Lille, France
[7] MIT, Elect Engn & Comp Sci, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[8] MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
来源
IEEE CONTROL SYSTEMS MAGAZINE | 2023年 / 43卷 / 03期
关键词
CLOSED-LOOP CONTROL; CONTINUUM ROBOTS; INVERSE KINEMATICS; TRACKING CONTROL; PD CONTROL; SYSTEM-IDENTIFICATION; TRAJECTORY TRACKING; CONSTANT CURVATURE; ADAPTIVE-CONTROL; ORDER REDUCTION;
D O I
10.1109/MCS.2023.3253419
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
From a functional standpoint, classic robots are not at all similar to biological systems. If compared with rigid robots, animals' bodies look overly redundant, imprecise, and weak. Nevertheless, animals can still perform a vast range of activities with unmatched effectiveness. Many studies in biomechanics have pointed to the elastic and compliant nature of the musculoskeletal system as a fundamental ingredient explaining this gap. Thus, to reach performance comparable to nature, elastic elements have been introduced in rigid-bodied robots, leading to articulated soft robotics [1] (see 'Summary'). In continuum soft robotics, this concept is brought to an extreme. Here, softness is not concentrated at the joint level but instead distributed across the whole structure. As a result, soft robots (henceforth, omitting the adjective continuum) are entirely made of continuously deformable elements. This design solution aims to bring robots closer to invertebrate animals and the soft appendices of vertebrate animals (for example, an elephant's trunk and the tail of a monkey). Several soft robotic hardware platforms have been proposed with increasingly higher reliability and functionalities. In this process, considerable attention has been devoted to the technological side of the problem, leading to a large assortment of hardware solutions. In turn, this abundance opened up the challenge of developing effective control strategies that can manage the soft body and exploit its embodied intelligence. © 1991-2012 IEEE.
引用
收藏
页码:30 / 65
页数:36
相关论文
共 263 条
[1]   Robust control of continuum robots using Cosserat rod theory [J].
Abu Alqumsan, Ahmad ;
Khoo, Suiyang ;
Norton, Michael .
MECHANISM AND MACHINE THEORY, 2019, 131 :48-61
[2]   Coupling Numerical Deformable Models in Global and Reduced Coordinates for the Simulation of the Direct and the Inverse Kinematics of Soft Robots [J].
Adagolodjo, Yinoussa ;
Renda, Federico ;
Duriez, Christian .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 6 (02) :3910-3917
[3]  
Ajoudani A, 2014, IEEE INT CONF ROBOT, P1480, DOI 10.1109/ICRA.2014.6907047
[4]  
Albu-Schaffer A., 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566), P3295
[5]  
Allard J, 2007, STUD HEALTH TECHNOL, V125, P13
[6]  
Allen TF, 2020, 2020 3RD IEEE INTERNATIONAL CONFERENCE ON SOFT ROBOTICS (ROBOSOFT), P410, DOI [10.1109/robosoft48309.2020.9116015, 10.1109/RoboSoft48309.2020.9116015]
[7]   Position analysis in planar parallel continuum mechanisms [J].
Altuzarra, Oscar ;
Caballero, Diego ;
Campa, Francisco J. ;
Pinto, Charles .
MECHANISM AND MACHINE THEORY, 2019, 132 :13-29
[8]   VIPER: Volume Invariant Position-based Elastic Rods [J].
Angles, Baptiste ;
Rebain, Daniel ;
Macklin, Miles ;
Wyvill, Brian ;
Barthe, Loic ;
Lewis, J. P. ;
von der Pahlen, Javier ;
Izadi, Shahram ;
Valentin, Julien ;
Bouaziz, Sofien ;
Tagliasacchi, Andrea .
PROCEEDINGS OF THE ACM ON COMPUTER GRAPHICS AND INTERACTIVE TECHNIQUES, 2019, 2 (02)
[9]  
[Anonymous], 1985, Theory and Practice of Robots and Manipulators
[10]  
Armanini C, 2021, Arxiv, DOI [arXiv:2112.03645, 10.1109/TRO.2022.3231360]