Adaptive Control of Robot Manipulators using Modified Feedback Neural Network

변형된 궤환형 신경회로망을 이용한 로봇 매니퓰레이터 적응 제어 방식

  • Jung, Kyung-Kwon (Dept. of Electronic Engineering Dongguk University) ;
  • Lee, In-Jae (Dept. of Electronic Engineering Dongguk University) ;
  • Lee, Sung-Hyun (Dept. of Electronic Engineering Dongguk University) ;
  • Gim, Ine (Dept. of Electronic Engineering Dongguk University) ;
  • Chung, Sung-Boo (Dept. of Electronic Engineering Seoil College) ;
  • Eom, Ki-Hwan (Dept. of Electronic Engineering Dongguk University)
  • Published : 1999.06.01

Abstract

In this paper, we propose a modified feedback neural network structure for adaptive control of robot manipulators. The proposed structure is that all of network output feedback into hidden units and output units. Learning algorithm is standard back-propagation algorithm. The simulation showed the effectiveness of using the new neural network structure in the adaptive control of robot manipulators.

Keywords