• 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