Teleoperation control for bimanual robots based on RBFNN and wave variable

Xingjian Wang, Chenguang Yang, Junpei Zhong, Rongxin Cui, Min Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

In this paper, a dual arm control method in a tele-operation system is introduced. For a bimanual robot, moving a common object precisely requires real-Time cooperation between the two arms. In such conditions the force interaction including the internal forces applied on the object must be taken into account. Therefore the dynamics models for master device, slave robot and the object are first analysed. Because the presence of the uncertainties in the dynamics model of the remote robot, a neural network method is used for compensation in the slave part. In order to guarantee the stability of the teleoperation system, the wave variable approach is employed in the communication part. Then the controllers in both the master and the slave part are designed based on their dynamics models. Then the tracking convergence and system stability are proven by the Lyapunov function. Several simulation experiments are carried out to show the good performance of trajectory tracking and force reflection.

源语言英语
主期刊名Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
出版商Institute of Electrical and Electronics Engineers Inc.
1-6
页数6
ISBN(电子版)9781509065738
DOI
出版状态已出版 - 2 7月 2017
活动9th International Conference on Modelling, Identification and Control, ICMIC 2017 - Kunming, 中国
期限: 10 7月 201712 7月 2017

出版系列

姓名Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
2018-March

会议

会议9th International Conference on Modelling, Identification and Control, ICMIC 2017
国家/地区中国
Kunming
时期10/07/1712/07/17

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