DocumentCode
2601465
Title
Feedback error learning control using adaptive fuzzy network to control one linear actuator hopping robot
Author
Kuswadi, Son ; Takahashi, Akiko ; Ohnishi, Aki ; Sampei, Mitsuji ; Nakaura, Shigeki
Author_Institution
Mech. & Environ. Informatics, Tokyo Inst. of Technol., Japan
Volume
2
fYear
2002
fDate
2002
Firstpage
37
Abstract
This paper addresses the control method of one linear actuator hopping robot in a plane by using feedback error learning scheme. Adaptive fuzzy network was used in this scheme, and backpropagation techniques utilized as learning algorithm. The robot consists of a body and a leg, which are in contact with a sufficiently wide horizontal ground; both are fixed rigidly. We consider utilizing the starting time of actuation of actuator - when the robot is in stance phase - to control the gait. By simulation, continuous hopping gait was realized.
Keywords
adaptive control; backpropagation; fuzzy control; legged locomotion; linear systems; adaptive fuzzy network; backpropagation techniques; feedback error learning control; linear actuator hopping robot; stance phase; starting time; Adaptive control; Adaptive systems; Backpropagation algorithms; Error correction; Fuzzy control; Hydraulic actuators; Legged locomotion; Linear feedback control systems; Programmable control; Robots;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2002. APCCAS '02. 2002 Asia-Pacific Conference on
Print_ISBN
0-7803-7690-0
Type
conf
DOI
10.1109/APCCAS.2002.1115114
Filename
1115114
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