Title :
Robust stabilization of recurrent fuzzy systems via switching control
Author :
Gering, Stefan ; Krippner, Wolfgang ; Adamy, Jurgen
Author_Institution :
Lab. of Control Theor. & Robot., Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
A method for stabilization of known equilibria in recurrent fuzzy systems is presented, which particularly accounts for model uncertainties. Since the dynamics of recurrent fuzzy systems are defined over a rectangular grid, it is first observed that for stability analysis, only gradient conditions at grid points have to be considered given that the inputs are piecewise constant. Therefore, a robust structure variable controller is proposed, switching between constant inputs. In order to prevent the system from deadlock phenomena due to the switching of the system, the structure variable control is augmented by a piecewise polynomial controller, guaranteeing asymptotic stability. The proposed method is applied to the example of an inverted pendulum.
Keywords :
asymptotic stability; fuzzy systems; piecewise polynomial techniques; robust control; time-varying systems; deadlock phenomena; guaranteeing asymptotic stability; inverted pendulum; model uncertainties; piecewise polynomial controller; rectangular grid; recurrent fuzzy systems; robust stabilization; robust structure variable controller; stability analysis; switching control; Asymptotic stability; Fuzzy systems; Switches; System recovery; Uncertainty; Vectors;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891651