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Event-Triggered Adaptive Fuzzy Output-Feedback Control for Nonstrict-Feedback Nonlinear Systems With Asymmetric Output Constraint

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Abstract

This article addresses the event-triggered adaptive fuzzy output-feedback control problem for a class of nonstrict-feedback nonlinear systems with asymmetric and time-varyingoutput constraints, as well as unknown nonlinear functions. By designing a linear observer to estimate the unmeasurable states,a novel event-triggered adaptive fuzzy output-feedback controls cheme is proposed. The barrier Lyapunov function (BLF) and the error transformation technique are used to handle the output constraint under a completely unknown initial tracking condition. It is shown that with the proposed control scheme, all the solutions of the closed-loop system are semiglobally bounded, and the tracking error converges to a small set near zero, while the output constraint is satisfied within a predetermined finite time,even when the constraint condition is violated initially. Moreover,with the proposed event-triggering mechanism (ETM), the Zeno behavior can be strictly ruled out. An example is finally provided to demonstrate the effectiveness of the proposed control method.
Original languageEnglish
Article number9019851
Pages (from-to)712-722
Number of pages11
JournalIEEE Transactions on Cybernetics
Volume52
Issue number1
Online published2 Mar 2020
DOIs
Publication statusPublished - Jan 2022

Research Keywords

  • Adaptive fuzzy control
  • barrier Lyapunov function (BLF)
  • event-triggered control
  • nonstrict-feedback nonlinear systems

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