A Simplified CPGs Network with Phase Oscillator Model for Locomotion Control of a Snake-like Robot

被引:0
作者
Norzalilah Mohamad Nor
Shugen Ma
机构
[1] Ritsumeikan University,Department of Robotics
来源
Journal of Intelligent & Robotic Systems | 2014年 / 75卷
关键词
Central pattern generator; Phase oscillator; Snake-like robot;
D O I
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中图分类号
学科分类号
摘要
CPG (Central pattern generator) is a dynamical system of coupled nonlinear oscillators or neural networks inspired by a control mechanism in animal bodies. Without any rhythmic inputs, the CPG has the ability to produce oscillatory patterns. This paper presents a novel structure of a CPG network which can produce rhythmic motion that imitates movement of animals such as snake and lamprey. The focus is on the locomotion control of a snake-like robot, where phase oscillator has been adopted as the dynamical model to control the harmonic motion of the CPG network. There are two main points addressed in this paper: (1) simple network structure of unidirectional coupling oscillators, and (2) a single parameter to control the body shape and to control the forward and backward movement of the snake-like robot. The proposed CPG network is designed to have a simple structure with less complexity, less mathematical computation, fast convergence speed and exhibit limit cycle behavior. In addition, a new parameter, τ is introduced to control the smoothness of the CPG output as well as the speed of the snake-like robot. Simulation and experimental results show that the proposed CPG network can be used to control the serpentine locomotion of a snake-like robot.
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页码:71 / 86
页数:15
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