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Design of neural network base dynamic inversion compound controller

  • Liu Fang*
  • , Mao Wei
  • , Liu Jiaqi
  • , Chen Wanchun
  • *此作品的通讯作者
  • The National Key Lab of Computational Mathematics and Experimental Physics

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A two time-scale separation based nonlinear dynamic inversion (NDI) control law is designed. And a command decomposing actuator distributing strategy is used to design the NDI compound controller. Lyapunov method is used to analyze the robustness of the compound controller. The result of analysis shows that the robustness of the controller is poor; the performance is even poor when the aerodynamic coefficient uncertainties exist. So a radial basis function neural network observer is introduced to eliminate the inverse error. It is shown that the neural network observer augments the robustness of the controller, especially for the performance.

源语言英语
主期刊名WIT Transactions on Information and Communication Technologies
编辑Jenny Ji
出版商WITPress
83-90
页数8
ISBN(电子版)9781845649203
DOI
出版状态已出版 - 1 3月 2014
活动2013 5th International Conference on Advanced Computer Control, ICACC 2013 - Singapore, 新加坡
期限: 14 12月 201315 12月 2013

出版系列

姓名WIT Transactions on Information and Communication Technologies
59
ISSN(印刷版)1743-3517

会议

会议2013 5th International Conference on Advanced Computer Control, ICACC 2013
国家/地区新加坡
Singapore
时期14/12/1315/12/13

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