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 language | English |
|---|---|
| Article number | 9019851 |
| Pages (from-to) | 712-722 |
| Number of pages | 11 |
| Journal | IEEE Transactions on Cybernetics |
| Volume | 52 |
| Issue number | 1 |
| Online published | 2 Mar 2020 |
| DOIs | |
| Publication status | Published - Jan 2022 |
Research Keywords
- Adaptive fuzzy control
- barrier Lyapunov function (BLF)
- event-triggered control
- nonstrict-feedback nonlinear systems
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