Optimal control approach to resolve the redundancy of robot manipulators

  • Kim, Sung-Woo (Dept. of Electrical Engineering, Korea Advanced Institute of Science and Technology) ;
  • Leen, Ju-Jang (Dept. of Electrical Engineering, Korea Advanced Institute of Science and Technology) ;
  • Sugisaka, Masanori (Dept. of Electrical and Electronic Engineering, Oita University)
  • Published : 1993.10.01

Abstract

Most of the control problem is for the redundant manipulators use the pseudo-inverse control, thit is, the redundancy is resolved by the pseudo-inverse of the Jacobian matrix and then the controller is designed based on this resolution. However, this pseudo-inverse control has some problems when the redundant robot repeats the cyclic tasks. This is because the pseudo-inverse resolution is a local solution that generates the different configurations of the robot arm for the same hand position. Therefore it is necessary to find the global solution that maintains the optimal configuration of the robot for the repetitive tasks. In this paper, we want to propose a redundancy resolution method by the optimal theory that uses the calculus of variation. The problem formulations are : first to convert the optimal resolution problem to an optimal control problem and then to resolve the redundancy using the necessary conditions of optimal control.

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