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作者:

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

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EI Scopus

摘要:

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.

关键词:

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

作者机构:

  • [ 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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年份: 2010

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

近30日浏览量: 2

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