JOURNAL ARTICLE

Fixed‐Time Adaptive Tracking Control for High‐Order Nonlinear Systems With Asymmetric Output Constraints

Zhaoyang HanZong‐Yao SunJiaojiao LiChih‐Chiang ChenQinghua Meng

Year: 2025 Journal:   International Journal of Adaptive Control and Signal Processing Vol: 39 (6)Pages: 1351-1360   Publisher: Wiley

Abstract

ABSTRACT This article proposes a fixed‐time adaptive tracking control strategy for a class of high‐order non‐strict feedback nonlinear systems with asymmetric output constraints. The key technique of this strategy is to guarantee that the output of the system does not break the pre‐set constraints through the barrier Lyapunov function (BLF) while approximating any unknown nonlinear term through the fuzzy logic systems (FLSs). We design a fixed‐time fuzzy adaptive controller to ensure that the closed‐loop error signal converges to a tunable neighborhood near zero in a fixed‐time instant. Compared with the existing results, the fixed‐time adaptive control is realized and the semi‐global fixed‐time stability of the closed‐loop system is proved theoretically. Finally, the effectiveness of the proposed scheme is verified by a numerical simulation.

Keywords:
Control theory (sociology) Nonlinear system Tracking (education) Adaptive control Order (exchange) Control (management) Computer science Mathematics Economics Physics Artificial intelligence

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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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