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
Link To Document