A Perceptual Motor Control Model based on Output Feedback Adaptive Control Theory

ICINCO-RA Pub Date : 2016-11-25 DOI:10.5220/0001494301150120
H. Ohtsuka, K. Shibasato, S. Kawaji
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引用次数: 1

Abstract

In this paper, a Perceptual Motor Control Model(PMCM) based on output feedback adaptive control theory is considered from the viewpoint of voluntary movement such as hand-tracking control. We give an account of the PMCM structure using together with both of the output feedback controller designed by using an almost strict positive real characteristics for the controlled plant and the Smith predictor for plant with pure time delay. In the proposed method, the attractive structural similarity exists between the cerebrum-cerebellum neuro-motor signal feedback loop and the adaptive controller compensators local minor feedback loop. The proposed perceptual motor control model is evaluated through the comparison of between the experiment and the simulation of for handling 1-link mechanism in order to track an indicator.
基于输出反馈自适应控制理论的感知运动控制模型
本文从手部跟踪控制等自主运动的角度出发,研究了一种基于输出反馈自适应控制理论的感知运动控制模型。结合对被控对象采用几乎严格正实特性设计的输出反馈控制器和对纯时滞对象采用Smith预测器设计的输出反馈控制器,讨论了PMCM结构。在该方法中,大脑-小脑神经-运动信号反馈回路与自适应控制器补偿器局部小反馈回路具有明显的结构相似性。通过实验和仿真的对比,对所提出的感知运动控制模型进行了评价,以处理单连杆机构以跟踪指示器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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