• DocumentCode
    3600889
  • Title

    Control of Nonlinear Networked Systems With Packet Dropouts: Interval Type-2 Fuzzy Model-Based Approach

  • Author

    Hongyi Li ; Chengwei Wu ; Peng Shi ; Yabin Gao

  • Author_Institution
    Coll. of Eng., Bohai Univ., Jinzhou, China
  • Volume
    45
  • Issue
    11
  • fYear
    2015
  • Firstpage
    2378
  • Lastpage
    2389
  • Abstract
    In this paper, the problem of fuzzy control for nonlinear networked control systems with packet dropouts and parameter uncertainties is studied based on the interval type-2 fuzzy-model-based approach. In the control design, the intermittent data loss existing in the closed-loop system is taken into account. The parameter uncertainties can be represented and captured effectively via the membership functions described by lower and upper membership functions and relative weighting functions. A novel fuzzy state-feedback controller is designed to guarantee the resulting closed-loop system to be stochastically stable with an optimal performance. Furthermore, to make the controller design more flexible, the designed controller does not need to share membership functions and amount of fuzzy rules with the model. Some simulation results are provided to demonstrate the effectiveness of the proposed results.
  • Keywords
    closed loop systems; control system synthesis; discrete time systems; fuzzy control; networked control systems; nonlinear control systems; state feedback; closed-loop system; fuzzy control; fuzzy state-feedback controller; interval type-2 fuzzy model-based approach; membership function; nonlinear networked control system; packet dropout; relative weighting function; Aerospace electronics; Educational institutions; Frequency modulation; Fuzzy systems; Stability analysis; Symmetric matrices; Uncertain systems; Fuzzy control; interval type-2 (IT2); nonlinear discrete-time networked control system (NCS); nonlinear discrete-time networked control {system} (NCS); packet dropouts;
  • fLanguage
    English
  • Journal_Title
    Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2267
  • Type

    jour

  • DOI
    10.1109/TCYB.2014.2371814
  • Filename
    6971112