Towards Collision Detection, Localization and Force Estimation for a Soft Cable-driven Robot Manipulator

被引:1
|
作者
Wang, Yuxin [1 ]
Wang, Hesheng [1 ]
Xu, Fan [1 ]
Yu, Junzhi [2 ]
Chen, Weidong [1 ]
Liu, Yun-Hui [3 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat,Shanghai Engn Res Ctr Intelligent Co, Inst Med RobotKey Lab Marine Intelligent Equipmen, Key Lab Syst Control & Informat Proc,Minist Educ, Shanghai 200240, Peoples R China
[2] Peking Univ, Dept Adv Mfg & Robot, Coll Engn, Beijing 100871, Peoples R China
[3] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Peoples R China
关键词
CONTINUUM ROBOTS; CONTACT; MODEL;
D O I
10.1109/ICRA48506.2021.9560779
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Soft robots have been applied widely to various constrained scenarios due to the advantages over traditional rigid manipulators such as softness, deformability and adaptability to constrained surroundings. To make full use of this merit, this paper proposes a method that integrates collision detection, localization and force estimation for a cable-driven soft manipulator without any prior geometrical knowledge of its surroundings. First of all, a collision detection algorithm is presented based upon Cosserat-rod statics by a threshold method through using the cable tension and the shape information, which are obtained by the load cells and the Vicon system, respectively. Secondly, a collision localization and force estimation method is proposed through optimizing the discrepancy between the actual and the theoretical shapes. Finally, experiments are carried out to validate these algorithms. The experimental results demonstrate that the site, the magnitude as well as the direction can be estimated.
引用
收藏
页码:12222 / 12228
页数:7
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