Adaptive fuzzy output-feedback controller design for nonlinear time-delay systems with unknown control direction

Chang Chun Hua, Qing Gou Wang, Xin Ping Guan

Research output: Contribution to journalArticlepeer-review

231 Citations (Scopus)

Abstract

In this paper, the robust-control problem is investigated for a class of uncertain nonlinear time-delay systems via dynamic output-feedback approach. The considered system is in the strict-feedback form with unknown control direction. A full-order observer is constructed with the gains computed via linear matrix inequality at first. Then, with the bounds of uncertain functions known, we design the dynamic output-feedback controller such that the closed-loop system is asymptotically stable. Furthermore, when the bound functions of uncertainties are not available, the adaptive fuzzy-logic system is employed to approximate the uncertain function, and the corresponding output-feedback controller is designed. It is shown that the resulting closed-loop system is stable in the sense of semiglobal uniform ultimate boundedness. Finally, simulations are done to verify the feasibility and effectiveness of the obtained theoretical results.

Original languageEnglish
Pages (from-to)363-374
Number of pages12
JournalIEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Volume39
Issue number2
DOIs
Publication statusPublished - 2009
Externally publishedYes

Keywords

  • Adaptive fuzzy approach
  • Nussbaum-type function
  • Observer design
  • Output feedback
  • Time-delay systems

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Information Systems
  • Human-Computer Interaction
  • Computer Science Applications
  • Electrical and Electronic Engineering

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