Compliant Motion Adaptation with Dynamical System during Robot-Environment Interaction

被引:0
作者
Huang, Haohui [1 ]
Yang, Chenguang [1 ]
Su, Chun-Yi [2 ,3 ]
机构
[1] South China Univ Technol, Coll Automat Sci & Engn, Key Lab Autonomous Syst & Networked Control, Guangzhou 510640, Peoples R China
[2] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[3] Concordia Univ, Montreal, PQ H3G 1M8, Canada
来源
2020 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM) | 2020年
关键词
TUTORIAL;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Compliant control ability is essential for physical robot-environment interaction. This paper presents a novel framework for robots to achieve active compliant behaviour through Dynamical System (DS). In contrast to the existing research works that aim to improve the compliant performance by introducing an appropriate impedance model or force control scheme, in our framework, no prerequisite for predefined robot impedance parameters or environmental model is required. The proposed method can generate a continuous and adaptive trajectory in terms of the contacting force by designing a globally asymptotically stable DS to guarantee a safe interaction with unknown environment. The method is not only strictly derived from theoretical study, but also verified by extensive simulations and experiments on different shapes of contacting object and different types of DS model.
引用
收藏
页码:2033 / 2038
页数:6
相关论文
共 25 条
[1]  
Amanhoud W, 2019, ROBOTICS: SCIENCE AND SYSTEMS XV
[2]   A tutorial on task-parameterized movement learning and retrieval [J].
Calinon, Sylvain .
INTELLIGENT SERVICE ROBOTICS, 2016, 9 (01) :1-29
[3]   Robot Manipulator Capability in MATLAB A Tutorial on Using the Robotics System Toolbox [J].
Corke, Peter .
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2017, 24 (03) :165-166
[4]   Stimulation of the Human Motor Cortex Alters Generalization Patterns of Motor Learning [J].
de Xivry, Jean-Jacques Orban ;
Marko, Mollie K. ;
Pekny, Sarah E. ;
Pastor, Damien ;
Izawa, Jun ;
Celnik, Pablo ;
Shadmehr, Reza .
JOURNAL OF NEUROSCIENCE, 2011, 31 (19) :7102-7110
[5]  
Dimeas F., 2014, IEEE INT C INT ROB S
[6]  
Franklin D. W., J NEUROSCIENCE, V27, P7705
[7]  
Ganesh Gowrishankar, 2010, 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), P2705, DOI 10.1109/ROBOT.2010.5509994
[8]  
Ge S. S., IEEE T IND ELECT, V44, P746
[9]  
Huang D., INT J CONTROL AUTOMA
[10]  
Huang HH, 2019, 2019 IEEE 4TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2019), P173, DOI [10.1109/icarm.2019.8833648, 10.1109/ICARM.2019.8833648]