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Neural network compensation method for path tracking control of a spherical mobile robot

  • Yao Cai*
  • , Feng Gao
  • , Ze Ning Liu
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a neural network compensation strategy for the path tracking control of a spherical mobile robot BHQ-2 including a pendulum with two degrees of freedom. Based on our previous work, we propose a simplified method to decompose the dynamics model of BHQ-2 to be two sub-dynamics models. Applying the fuzzy guidance control method and a neural network compensation strategy, a path tracking controller for robot BHQ-2 is designed.

源语言英语
主期刊名Advanced Design and Manufacturing Technology IV
编辑Jianzhong Lin, Tianhong Yan, Xinsheng Xu, Zhengyi Jiang
出版商Trans Tech Publications Ltd
1325-1328
页数4
ISBN(电子版)9783038352570
DOI
出版状态已出版 - 2014
活动4th International Conference on Advanced Design and Manufacturing Engineering, ADME 2014 - Hangzhou, 中国
期限: 26 7月 201427 7月 2014

出版系列

姓名Applied Mechanics and Materials
635-637
ISSN(印刷版)1660-9336
ISSN(电子版)1662-7482

会议

会议4th International Conference on Advanced Design and Manufacturing Engineering, ADME 2014
国家/地区中国
Hangzhou
时期26/07/1427/07/14

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