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Author:

Ruan, Xiaogang (Ruan, Xiaogang.) | Zhao, Jianwei (Zhao, Jianwei.)

Indexed by:

EI Scopus PKU CSCD

Abstract:

Real control of robot is realized successfully by using spring to imitate the lumbar of human-being and adopting LQR (linear quadratic regulator). For posture control of the flexible two-wheeled self-balancing robot, a kind of discrete Hopfield network way based on associative study is presented, and self-adaptive and self-organizing posture control is accomplished in a manner of biological control. Firstly, a reasonable energy function is defined for the nonlinear, strong coupling and flexible robot system. Then, a Hopfield neural network controller suitable for this dynamic process is designed based on the dynamics equation of the flexible robot, and its convergence is analyzed. Simulation experiments show the effectiveness of the method and prove the stability of the system. The rationality and availability of the system posture controller design are indicated through analyzing the experiment results in detail.

Keyword:

Flexible manipulators Hopfield neural networks Controllers Robots Adaptive control systems System stability

Author Community:

  • [ 1 ] [Ruan, Xiaogang]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Zhao, Jianwei]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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Source :

Robot

ISSN: 1002-0446

Year: 2010

Issue: 3

Volume: 32

Page: 405-413

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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