DocumentCode
2330155
Title
Locomotion of a quadruped robot using CPG
Author
Ishii, Takayuki ; Masakado, Seiji ; Ishii, Kamo
Author_Institution
Dept. of Brain Sci. & Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Volume
4
fYear
2004
fDate
25-29 July 2004
Firstpage
3179
Abstract
It is well known that the rhythm generator mechanism called central pattern generator (CPG) controls rhythmic activities, such as locomotion, respiration, heart beat, etc. in biological systems, and various neuron models are proposed. The CPG has attractive features such that (i) it generates periodical signals persistently, (ii) return to the original oscillation if disturbances are removed, (iii) the mathematical conditions for oscillation are proved, and so on. A CPG network, which consists of the Matsuoka model neurons, is introduced to realize the locomotion of a quadruped walking robot and the response to disturbances is discussed. The outputs of neurons are utilized as the target angles of corresponding joints and the efficiency of the proposed method is examined through experiments with a quadruped walking robot.
Keywords
legged locomotion; neural nets; Matsuoka model neurons; central pattern generator; quadruped walking robot; Biological control systems; Biological system modeling; Biological systems; Centralized control; Heart beat; Legged locomotion; Neurons; Rhythm; Robots; Signal generators;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
Conference_Location
Budapest
ISSN
1098-7576
Print_ISBN
0-7803-8359-1
Type
conf
DOI
10.1109/IJCNN.2004.1381184
Filename
1381184
Link To Document