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作者:

Ruan, Xiaogang (Ruan, Xiaogang.) | Liu, Liang (Liu, Liang.) | Yu, Naigong (Yu, Naigong.) (学者:于乃功) | Ding, Mingxiao (Ding, Mingxiao.)

收录:

CPCI-S

摘要:

Based on the Feedback error learning (FEL) method and Michael et al.'s research work on dynamical state estimation, a new model of motor control system is proposed to overcome the drawback deriving from time delay. In the new model, the supervised signal derives from both the output of the Kalman estimator and the feedback motor command, and this comprehensive signal provides the instructive information to train the forward neural network in the cerebellar cortex. The effectiveness of the proposed new model is demonstrated by simulation experiments on inverted pendulum.

关键词:

Kalman filter feedback error learning state estimation cerebellum internal mode

作者机构:

  • [ 1 ] [Ruan, Xiaogang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100022, Peoples R China
  • [ 2 ] [Liu, Liang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100022, Peoples R China
  • [ 3 ] [Yu, Naigong]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100022, Peoples R China
  • [ 4 ] [Ding, Mingxiao]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100022, Peoples R China

通讯作者信息:

  • [Ruan, Xiaogang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100022, Peoples R China

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来源 :

WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS

年份: 2006

页码: 4190-,

语种: 英文

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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