Hexapod locomotion control through a CNN based decentralized system

L. Fortuna, Laura Patanè
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引用次数: 4

Abstract

In this paper the decentralized locomotion control of a bio-inspired hexapod robot is realized by using cellular neural networks (CNNs). This approach is inspired by the model of decentralized locomotion control in the stick insect, where local influences, based on the leg status, revealed by contact sensors, coordinates the CNN cells devoted to control each of the legs. To prove the suitability of the approach, simulations of the control system when applied to a simplified dynamic hexapod model are presented. The good results obtained open the way to the realization of the control on the hexapod robot.
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通过基于CNN的分散系统控制六足机器人的运动
本文利用细胞神经网络实现了仿生六足机器人的分散运动控制。这种方法的灵感来自竹节虫的分散运动控制模型,其中局部影响,基于腿的状态,由接触传感器显示,协调致力于控制每条腿的CNN细胞。为了证明该方法的适用性,将控制系统应用于简化的动态六足模型进行了仿真。所取得的良好效果为六足机器人控制的实现开辟了道路。
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