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

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Abstract

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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Authors and Affiliations

  1. Department of Robotics, Ritsumeikan University, Kusatsu, Shiga, Japan

    Norzalilah Mohamad Nor & Shugen Ma

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  1. Norzalilah Mohamad Nor
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  2. Shugen Ma
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Correspondence to Shugen Ma.

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Nor, N.M., Ma, S. A Simplified CPGs Network with Phase Oscillator Model for Locomotion Control of a Snake-like Robot. J Intell Robot Syst 75, 71–86 (2014). https://doi.org/10.1007/s10846-013-9868-9

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  • DOI: https://doi.org/10.1007/s10846-013-9868-9

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