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Observer-based piecewise affine output feedback controller synthesis of continuous-time T-S Fuzzy affine dynamic systems using quantized measurements

  • School of Astronautics, Harbin Institute of Technology
  • City University of Hong Kong
  • Nanjing University of Science and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This paper is concerned with the problem of robust ${\mathscr H}infty output feedback control for a class of continuous-time Takagi-Sugeno (T-S) fuzzy affine dynamic systems using quantized measurements. The objective is to design a suitable observer-based dynamic output feedback controller that guarantees the global stability of the resulting closed-loop fuzzy system with a prescribed ${\mathscr H}\infty disturbance attenuation level. Based on common/piecewise quadratic Lyapunov functions combined with S-procedure and some matrix inequality convexification techniques, some new results are developed to the controller synthesis for the underlying continuous-time T-S fuzzy affine systems with unmeasurable premise variables. All the solutions to the problem are formulated in the form of linear matrix inequalities (LMIs). Finally, two simulation examples are provided to illustrate the advantages of the proposed approaches.

Original languageEnglish
Article number6174468
Pages (from-to)1046-1062
Number of pages17
JournalIEEE Transactions on Fuzzy Systems
Volume20
Issue number6
DOIs
StatePublished - 2012
Externally publishedYes

Keywords

  • Controller design
  • Takagi-Sugeno (T-S) fuzzy affine dynamic systems
  • measurement quantization
  • piecewise Lyapunov functions
  • robust ${\mathscr H} control

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