Title :
Redundancy resolution in robots using parameterization through space
Author_Institution :
Dept. of Control Eng. & Inf. Technol., Budapest Univ. of Technol. & Econ., Hungary
Abstract :
This paper deals with the solution of the inverse kinematic problem for kinematically redundant robots. After summarizing the most widespread methods currently used, a new algorithm is proposed which finds the solution with a constrained optimization, using a parameterized form of the kinematic equation´s space. Along with the derivation of the new algorithm, extension possibilities (e.g., singularity handling) are also described. Further comparison then shows the relation between gradient projection and optimization methods through a special case. Finally, application examples are presented for an eight-degrees-of-freedom arm and a mobile manipulator.
Keywords :
manipulator kinematics; mobile robots; optimisation; redundant manipulators; constrained optimization; eight-degrees-of-freedom arm; extension possibilities; gradient projection; inverse kinematic problem; kinematically redundant robots; mobile manipulator; optimization methods; parameterization; redundancy resolution; robots; singularity handling; space; Constraint optimization; Equations; Iterative algorithms; Iterative methods; Kinematics; Manipulator dynamics; Null space; Optimization methods; Orbital robotics; Space technology;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2003.814868