Neural Oscillator Based Motion Control System for Snake-like Robot

T. Matsuo, K. Ishii
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引用次数: 5

Abstract

Robustness in the motion and structure is an important issue for mobile robots in order to realize specially, practical robots in open fields. A robust system which is strong enough to disturbance and breakdowns should be introduced into the robot system. As a control algorithm for a robust control system, a bio-inspired system imitating a nervous network system is considered as a candidate for the issue. In spiral cord of animal, a rhythm generator mechanism called the Central Pattern Generator (CPG) exists. The CPG consists of many neural oscillators with inhibitory connection, and neural oscillators influence each other and produce make rhythmical patterns. In this paper, a neural oscillator based motion control system is developed and applied to the motion control of a snake-like robot. The robot can move forwards, backwards by changing weights and change the heading direction by adjusting command parameters from the upper layer.
基于神经振荡器的蛇形机器人运动控制系统
运动和结构的鲁棒性是移动机器人实现在开放环境中具有特殊实用性的重要问题。应该在机器人系统中引入一个强大到足以抵御干扰和故障的鲁棒系统。作为鲁棒控制系统的一种控制算法,仿生神经网络系统被认为是鲁棒控制系统的候选算法。在动物的螺旋索中,存在一种称为中枢模式产生器(Central Pattern generator, CPG)的节律产生机制。CPG由多个具有抑制性连接的神经振子组成,这些神经振子相互影响,产生有节奏的模式。本文开发了一种基于神经振荡器的运动控制系统,并将其应用于蛇形机器人的运动控制中。机器人可以通过改变重量向前、向后移动,通过调整上层的命令参数改变前进方向。
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