A novel control design on discrete-time takagi-sugeno fuzzy systems with time-varying delays

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346 Citations (Scopus)

Abstract

This paper focuses on analyzing a new model transformation of discrete-time Takagi-Sugeno (T-S) fuzzy systems with time-varying delays and applying it to dynamic output feedback (DOF) controller design. A new comparison model is proposed by employing a new approximation for time-varying delay state, and then, a delay partitioning method is used to analyze the scaled small gain of this comparison model. A sufficient condition on discrete-time T-S fuzzy systems with time-varying delays, which guarantees the corresponding closed-loop system to be asymptotically stable and has an induced ℓ2 disturbance attenuation performance, is derived by employing the scaled small-gain theorem. Then, the solvability condition for the induced ℓ2 DOF control is also established, by which the DOF controller can be solved as linear matrix inequality optimization problems. Finally, examples are provided to illustrate the effectiveness of the proposed approaches. © 1993-2012 IEEE.
Original languageEnglish
Article number6342908
Pages (from-to)655-671
Number of pages17
JournalIEEE Transactions on Fuzzy Systems
Volume21
Issue number4
Early online date10 Nov 2012
DOIs
Publication statusPublished - Aug 2013
Externally publishedYes

Keywords

  • Dynamic output feedback (DOF) control
  • induced ℓ2 performance
  • scaled small-gain (SSG) theorem
  • Takagi-Sugeno (T-S) fuzzy systems
  • time-varying delays

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