Title :
Modeling and control of a humanoid arm using Conformal Geometric Algebra and sliding modes
Author :
Oscar, Carbajal-Espinosa ; Luis, González-Jiménez ; Alexander, Loukianov ; Eduardo, Bayro-Corrochano
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., CINVESTAV Unidad Guadalajara, Zapopan, Mexico
Abstract :
The geometric relationships between the elements of a humanoid robot manipulator are defined by the kinematics of the robot. The synthesis of the kinematical model for this type of robots is presented in this work using the Conformal Geometric Algebra framework. Moreover, two controllers are developed, one for the position tracking problem using a error feedback controller and another using sliding modes for the position tracking problem in precense of perturbations. The stability analysis is carried out for both controllers, and their application to a humanoid robot arm, composed of 5 DOF is presented. By proposing the error feedback and Lyapunov functions in terms of geometric algebra, we are opening a new venue of research in control of manipulators which involves the use of geometric primitives like lines, circles, planes and spheres.
Keywords :
Lyapunov methods; algebra; feedback; humanoid robots; manipulator dynamics; stability; variable structure systems; Lyapunov functions; circles; conformal geometric algebra; error feedback controller; geometric primitives; humanoid robot arm; humanoid robot manipulator; kinematical model; lines; planes; position tracking problem; sliding modes; spheres; stability analysis; Joints; Kinematics; Manipulators; Stability analysis; Vectors;
Conference_Titel :
Humanoid Robots (Humanoids), 2011 11th IEEE-RAS International Conference on
Conference_Location :
Bled
Print_ISBN :
978-1-61284-866-2
Electronic_ISBN :
2164-0572
DOI :
10.1109/Humanoids.2011.6100878