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Author:

Ruan, Xiaogang (Ruan, Xiaogang.) | Chen, Jing (Chen, Jing.)

Indexed by:

EI Scopus

Abstract:

A method based on cerebellar model with feedback-error-learning was proposed to control a two-wheeled self-balancing robot. The forward controller which is an on-line neural network adaptive controller is corresponding with cerebellar and expresses the function of cerebellum in balancing control problem. The robot is a kind of MIMO system, so the cerebellar cortex part has two nerve cell output. From the simulation, we can see that the robot can be balanced in fixed position well by this method, and can improve the feedback control to some extent. It is a kind of bionic control method which imitates the cerebellum part of brain. ©2010 IEEE.

Keyword:

Intelligent systems Controllers Learning systems MIMO systems Adaptive control systems Errors Neurons Robots Feedback control E-learning Brain

Author Community:

  • [ 1 ] [Ruan, Xiaogang]School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Chen, Jing]School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China

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Year: 2010

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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