Finite-Time Adaptive Fuzzy Control for Nonstrict-Feedback Nonlinear Systems Via an Event-Triggered Strategy
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 8772091 |
Pages (from-to) | 2164-2174 |
Number of pages | 11 |
Journal / Publication | IEEE Transactions on Fuzzy Systems |
Volume | 28 |
Issue number | 9 |
Online published | 25 Jul 2019 |
Publication status | Published - Sept 2020 |
Link(s)
Abstract
This article addresses the finite-time adaptive fuzzy control problem for a class of nonstrict-feedback uncertain nonlinear systems via an event-triggered strategy. A novel design scheme, consisting of finite-time adaptive fuzzy controller and event-triggering mechanism (ETM), is proposed to decrease the number of data transmission and the number of control actuation updates. With the proposed event-triggered adaptive fuzzy control scheme, all the solutions of the resulting closed-loop system are guaranteed to be semi-globally bounded within finite time. Moreover, the feasibility of the proposed ETM is verified by excluding Zeno behavior. In contrast to existing results on similar problems, the restrictions on nonlinearities are relaxed and the more general uncertain nonlinear systems are considered. Finally, an example is provided to illustrate our theoretical results.
Research Area(s)
- Adaptive fuzzy control, event-triggered control, finite-time stability, nonstrict-feedback nonlinear systems
Citation Format(s)
Finite-Time Adaptive Fuzzy Control for Nonstrict-Feedback Nonlinear Systems Via an Event-Triggered Strategy. / Wang, Anqing; Liu, Lu; Qiu, Jianbin et al.
In: IEEE Transactions on Fuzzy Systems, Vol. 28, No. 9, 8772091, 09.2020, p. 2164-2174.
In: IEEE Transactions on Fuzzy Systems, Vol. 28, No. 9, 8772091, 09.2020, p. 2164-2174.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review