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作者:

Ruan, Xiaogang (Ruan, Xiaogang.) | Cai, Jianxian (Cai, Jianxian.)

收录:

CPCI-S EI Scopus

摘要:

A two-loop cascade adaptive controller is proposed for a non-stable, non-linear, strong coupling system using backstepping and fuzzy neural network (FNN). The proposed approach uses fuzzy neural networks to approximate unknown nonlinear function. Then, use backstepping to design adaptive controller to realize self-balancing control of robot. The simulation results indicate that both speediness and stability performance in robot is improved, and there is well control performance in trouble.

关键词:

Backstepping fuzzy neural networks self-balancing control two-wheeled robot

作者机构:

  • [ 1 ] [Ruan, Xiaogang]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China
  • [ 2 ] [Cai, Jianxian]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China

通讯作者信息:

  • [Ruan, Xiaogang]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China

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相关关键词:

来源 :

2009 INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION, AND ROBOTICS, PROCEEDINGS

年份: 2009

页码: 166-169

语种: 英文

被引次数:

WoS核心集被引频次: 11

SCOPUS被引频次: 21

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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