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Author:

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

Indexed by:

CPCI-S EI Scopus

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

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

Year: 2009

Page: 166-169

Language: English

Cited Count:

WoS CC Cited Count: 12

SCOPUS Cited Count: 24

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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