JOURNAL ARTICLE

Adaptive Fuzzy Event-Triggered Tracking Control for Nonstrict Nonlinear Systems

Yingkang XieQian MaZhen Wang

Year: 2021 Journal:   IEEE Transactions on Fuzzy Systems Vol: 30 (9)Pages: 3527-3536   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This article addresses adaptive fuzzy event-triggered controller design for nonstrict nonlinear systems. First, for estimating the unmeasurable states, the high-gain fuzzy state observer is designed. By using backstepping technique, the adaptive fuzzy controller is designed. A new switching threshold event-triggered mechanism is given to decide when the controller needs to be updated and the Zeno behavior is avoided. Stability analysis shows that the tracking error can be arbitrarily small and all variables of the closed-loop system remain bounded. At last, the effectiveness of our control strategy is illustrated through simulation.

Keywords:
Control theory (sociology) Backstepping Fuzzy logic Controller (irrigation) Fuzzy control system Computer science Nonlinear system Tracking error Observer (physics) Adaptive control Stability (learning theory) Control engineering Control (management) Engineering Artificial intelligence Machine learning

Metrics

27
Cited By
2.79
FWCI (Field Weighted Citation Impact)
47
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

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