• DocumentCode
    3381022
  • Title

    Synthesis of local state feedback for continuous-time recurrent fuzzy systems

  • Author

    Gering, Stefan ; Adamy, Jurgen

  • Author_Institution
    Control Theor. & Robot. Lab., Tech. Univ. Darmstadt, Darmstadt, Germany
  • fYear
    2013
  • fDate
    7-10 July 2013
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    A synthesis method for global stabilization of equilibria in continuous-time recurrent fuzzy systems is presented. By exploiting the fact that in recurrent fuzzy systems, the state derivative is an interpolation of gradients at corners of hypersquares in the input state space, our approach is based on directly influencing these gradients such that the controlled system is asymptotically stable. In addition, it is shown that after obtaining a feasible solution, the resulting controller can be optimized towards higher performance. Besides the clarity of the synthesis process, the approach offers the advantage of an interpretation of the resulting controller as static fuzzy system. Thus, the resulting controller can be linguistically interpreted. The synthesis method is illustrated by two examples.
  • Keywords
    asymptotic stability; continuous time systems; control system synthesis; fuzzy systems; gradient methods; interpolation; state feedback; state-space methods; asymptotic stability; continuous-time recurrent fuzzy systems; equilibria global stabilization; gradient interpolation; hypersquares; input state space; local state feedback synthesis method; state derivative; Aerospace electronics; Closed loop systems; Fuzzy systems; Interpolation; Pragmatics; Trajectory; Vectors; Continuous-Time Recurrent Fuzzy Systems; Control-To-Facet; Controller Synthesis; Local Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
  • Conference_Location
    Hyderabad
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4799-0020-6
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2013.6622322
  • Filename
    6622322