• DocumentCode
    1773249
  • Title

    Gait generation and transition for a five-link biped robot by Central Pattern Generator

  • Author

    Rashidi, Sahar Farshbaf ; Noorani, Mohammad-Reza Sayyed ; Shoaran, Mahsa ; Ghanbari, Ahmad

  • Author_Institution
    Dept. of Mechatron. Eng., Univ. of Tabriz, Tabriz, Iran
  • fYear
    2014
  • fDate
    15-17 Oct. 2014
  • Firstpage
    852
  • Lastpage
    857
  • Abstract
    In recent decades, the locomotion control has been a main research field in robotics. In locomotion control problems, understanding the relationship between neuroscience and robotics is very important. In this work, a bio-inspired method for the gait generation and transition of a biped robot is implemented. This method uses a Central Pattern Generator (CPG), which is a neural network responsible for generating rhythmic output signals without sensory information. Humans and animals have the ability to produce various gaits by CPG according to the environmental conditions. The 4-cell CPG model proposed by Golubitsky et al, and symmetry in this model are used for walk and run gaits generation. In this work, Transitions from walk to skip and from run to skip are achieved by changing coupling weights of walk and run. The Morris-Lecar oscillator is used as the oscillator of each cell. The numerical simulations of periodic signals corresponding to the five-link bipedal walk and run gaits and transitions from walk to skip and run to skip are shown in the 4-cell CPG model. The periodic signals resulting of this model can be used as joint angles of hip and knee joints of a five-link biped robot. The results obtained in this work show the feasibility of using CPG-based methods to generate five-link biped locomotion and transitions between different gaits.
  • Keywords
    biomimetics; gait analysis; legged locomotion; neurocontrollers; numerical analysis; signal generators; 4-cell CPG model; CPG-based methods; Morris-Lecar oscillator; bio-inspired method; central pattern generator; environmental conditions; five-link biped locomotion; five-link biped robot; five-link bipedal walk; gait generation; gaits generation; locomotion control problems; neural network; neuroscience; numerical simulations; rhythmic output signal generation; robotics; transition; Couplings; Generators; Legged locomotion; Mathematical model; Oscillators; Robot kinematics; Central Pattern Generator; five-link biped robot; gait transition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Mechatronics (ICRoM), 2014 Second RSI/ISM International Conference on
  • Conference_Location
    Tehran
  • Type

    conf

  • DOI
    10.1109/ICRoM.2014.6991011
  • Filename
    6991011