Reference Adaptation for Robots in Physical Interactions With Unknown Environments

被引:24
作者
Wang, Chen [1 ,2 ]
Li, Yanan [3 ]
Ge, Shuzhi Sam [1 ,2 ]
Lee, Tong Heng [1 ,2 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117576, Singapore
[2] Natl Univ Singapore, Social Robot Lab, Interact & Digital Media Inst, Singapore 117576, Singapore
[3] Imperial Coll London, Dept Bioengn, London SW7 2AZ, England
关键词
Impedance control; interaction control; reference adaptation; LEARNING IMPEDANCE CONTROL; TRAJECTORY ADAPTATION; ADAPTIVE-CONTROL; END-POINT; SYSTEM; MANIPULATORS; VELOCITY; MODEL;
D O I
10.1109/TCYB.2016.2562698
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a method of reference adaptation for robots in physical interactions with unknown environments. A cost function is constructed to describe the interaction performance, which combines trajectory tracking error and interaction force between the robot and the environment. It is minimized by the proposed reference adaptation based on trajectory parametrization and iterative learning. An adaptive impedance control is developed to make the robot be governed by the target impedance model. Simulation and experiment studies are conducted to verify the effectiveness of the proposed method.
引用
收藏
页码:3504 / 3515
页数:12
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