Multimodal swimming control of a robotic fish with pectoral fins using a CPG network

被引:0
|
作者
WANG Ming1
2 State Key Laboratory of Management and Control for Complex Systems
3 Department of Informatics
机构
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
bio-inspired control; central pattern generator(CPG); neural network; robotic fish; swimming control;
D O I
暂无
中图分类号
TP242 [机器人];
学科分类号
1111 ;
摘要
The neural-based approaches inspired by biological neural mechanisms of locomotion are becoming increasingly popular in robot control.This paper investigates a systematic method to formulate a Central Pattern Generator(CPG) based control model for mul-timodal swimming of a multi-articulated robotic fish with flexible pectoral fins.A CPG network is created to yield diverse swim-ming in three dimensions by coupling a set of nonlinear neural oscillators using nearest-neighbor interactions.In particular,a sensitivity analysis of characteristic parameters and a stability proof of the CPG network are given.Through the coordinated con-trol of the joint CPG,caudal fin CPG,and pectoral fin CPG,a diversity of swimming modes are defined and successfully imple-mented.The latest results obtained demonstrate the effectiveness of the proposed method.It is also confirmed that the CPG-based swimming control exhibits better dynamic invariability in preserving rhythm than the conventional body wave method.
引用
收藏
页码:1209 / 1216
页数:8
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