JOURNAL ARTICLE

Adaptive Fuzzy Fixed-Time Tracking Control for Nonlinear Systems With Time-Varying Full-State Constraints and Actuator Hysteresis

Huanqing WangLiya Shen

Year: 2022 Journal:   IEEE Transactions on Fuzzy Systems Vol: 31 (4)Pages: 1352-1361   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This article investigates the problem of adaptive fuzzy fixed-time control for a class of nonlinear systems subject to time-varying full-state constraints and actuator hysteresis. The fuzzy logic systems (FLSs) are employed to approximate the unknown nonlinear dynamics. A tan-type nonlinear mapping (NM) approach is used to solve the control problem of nonlinear systems with full-state constraints. The actuator hysteresis nonlinearities are expressed by differential equations with unknown parameters and combining the adaptive backstepping control technique with the fixed-time stability theory, an adaptive fuzzy fixed-time control method is presented. The proposed control scheme can guarantee the boundedness of all signals in the closed-loop system without violating the state constraints, and the output can accurately track the desired signals in a fixed time. Finally, the feasibility of the presented algorithm is verified by simulation results.

Keywords:
Control theory (sociology) Backstepping Nonlinear system Actuator Fuzzy logic Fuzzy control system Adaptive control Controller (irrigation) Computer science Mathematics Control (management) Artificial intelligence

Metrics

65
Cited By
9.26
FWCI (Field Weighted Citation Impact)
35
Refs
0.98
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
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Iterative Learning Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering

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