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作者:

Ruan, Xian-Gang (Ruan, Xian-Gang.) | Zhao, Jianwei (Zhao, Jianwei.)

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EI Scopus

摘要:

The linear model of flexible two-wheeled self-balancing robot that has been proved is used in the paper. The lumbar of robot is the spring. The discrete Hopfield neural network is used for controlling robot's posture based on association study. Study of biological control method to realize flexible robot posture control in the adaptive, self-organizing capacity, the reasonable energy function is defined for the non-linear and strong coupling robot, then design the Hopfield controller, used the dynamic function of flexible robot, which satisfied the need of robot's dynamic process. Analyze the convergence of the controller. Simulation experiments show the effectiveness of the method and proved the stability of system. Validity and rationality of the system controller designed are verified through the performance experiments of the prototype and analyzed the experiment result in detail. The robot like the human being not only structure, but also physiological intelligence. © 2009 Springer-Verlag Berlin Heidelberg.

关键词:

Controllers Flexible manipulators Hopfield neural networks Intelligent robots Machine design Robotics

作者机构:

  • [ 1 ] [Ruan, Xian-Gang]Institute of Artificial Intelligence and Robots, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Zhao, Jianwei]Institute of Artificial Intelligence and Robots, Beijing University of Technology, Beijing 100124, China

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来源 :

ISSN: 0302-9743

年份: 2009

卷: 5928 LNAI

页码: 1196-1204

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 3

ESI高被引论文在榜: 0 展开所有

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