Motion control of planar parallel robot using the fuzzy descriptor system approach

ISA Trans. 2012 Sep;51(5):596-608. doi: 10.1016/j.isatra.2012.04.001. Epub 2012 May 25.

Abstract

This work presents the control of a two-degree of freedom parallel robot manipulator. A quasi-LPV approach, through the so-called TS fuzzy model and LMI constraints problems is used. Moreover, in this context a way to derive interesting control laws is to keep the descriptor form of the mechanical system. Therefore, new LMI problems have to be defined that helps to reduce the conservatism of the usual results. Some relaxations are also proposed to leave the pure quadratic stability/stabilization framework. A comparison study between the classical control strategies from robotics and the control design using TS fuzzy descriptor models is carried out to show the interest of the proposed approach.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Computer Simulation
  • Feedback*
  • Fuzzy Logic*
  • Models, Theoretical*
  • Motion*
  • Robotics / methods*