DocumentCode
2612839
Title
Construction of central pattern generator for quadruped locomotion control
Author
Feng, Huashan ; Wang, Runxiao
Author_Institution
Sch. of Mechatron., Northwestern Polytech. Univ., Xian
fYear
2008
fDate
2-5 July 2008
Firstpage
979
Lastpage
984
Abstract
Central pattern generators (CPGs) inspired from neural system of animal are widely used for the control of locomotion in robots. Such systems present special characteristics like limit cycle behavior, synchronization, entrainment and to be modulated by external signals. However, one drawback of this kind of CPG is that most of the time these CPGs have to be tailored made for a specific application, and there are very few methodologies to modulate the shape of the rhythmic signals, in particular for online trajectory generation. In this paper, we illustrate a method for generating the rhythmic movement patterns with nonlinear dynamical systems. Using the phase angle of a canonical oscillator with limit cycle properties, we drive a perturbed dynamical system by means of embedding arbitrary smooth target signal, however, without losing the stability properties of the canonical system. The shape of target signal can be adjusted on line by internal parameters. The new kind of CPG is constructed by the coupling of oscillators with locked phase difference and synchronization. The outputs of perturbed dynamical system are used to control the walking of a quadruped robot with 12-DOF. The result of experiment shows the new kind of CPG is suitable for the control of multi-joint robot.
Keywords
legged locomotion; limit cycles; neural nets; nonlinear dynamical systems; stability; animal neural system; arbitrary smooth target signal; canonical oscillator; central pattern generator; limit cycle behavior; locked phase difference; multi-joint robot; nonlinear dynamical systems; online trajectory generation; perturbed dynamical system; phase angle; quadruped locomotion control; rhythmic movement patterns; rhythmic signals; stability properties; Animals; Centralized control; Control systems; Legged locomotion; Limit-cycles; Nonlinear dynamical systems; Oscillators; Robots; Shape; Signal generators; Central pattern generator(CPG); Quadruped robot; Stable limit cycles;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on
Conference_Location
Xian
Print_ISBN
978-1-4244-2494-8
Electronic_ISBN
978-1-4244-2495-5
Type
conf
DOI
10.1109/AIM.2008.4601794
Filename
4601794
Link To Document