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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Circuits and Systems, 2002. APCCAS '02. 2002 Asia-Pacific Conference on
         
        
            Print_ISBN : 
0-7803-7690-0
         
        
        
            DOI : 
10.1109/APCCAS.2002.1115114