Sensing Soft Robot Shape Using IMUs: An Experimental Investigation

被引:22
作者
Hughes, Josie [1 ]
Stella, Francesco [2 ]
Della Santina, Cosimo [2 ,3 ,4 ]
Rus, Daniela [1 ]
机构
[1] MIT, CSAIL, Distributed Robot Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] Delft Univ Technol, Cognit Robot Dept, Delft, Netherlands
[3] Tech Univ Munich, Informat & Math Dept, Munich, Germany
[4] German Aerosp Ctr DLR, Inst Robot & Mechatron, Cologne, Germany
来源
EXPERIMENTAL ROBOTICS | 2021年 / 19卷
关键词
Soft manipulation; Kinematic control; Shape estimation; RECONSTRUCTION;
D O I
10.1007/978-3-030-71151-1_48
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Shape estimation of soft robotic systems is challenging due to the range of deformations that can be achieved, and the limited availability of physically compatible sensors. We propose a method of reconstruction using Inertial Measurement Units (IMUs), which are mounted on segments of a deformable manipulator. This approach utilizes the piecewise constant curvature model in combination with the quaternion data from IMUs to allow for accuracy reconstruction and closed-loop control. A key strength of this approach is that it is hardware agnostic, and could be used on any soft structure to provide pose reconstruction and controllability. We explore this approach experimentally on a growing, extendable 3D printed continuum body structure, demonstrating that high accuracy reconstruction that can be achieved.
引用
收藏
页码:543 / 552
页数:10
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