JOURNAL ARTICLE

Indirect Adaptive Fuzzy Backstepping Control for Nonlinear Systems

Abstract

In this paper, an indirect adaptive fuzzy backstepping control approach for a class of unknown nonlinear systems is developed. By a special design scheme, the controller singularity problems are avoided perfectly in this approach. Furthermore, the closed-loop signals are guaranteed to be semiglobally uniformly ultimately bounded and the outputs of the system are proved to converge to a small neighborhood of the desired trajectory. The control performances of the closed-loop systems can be shaped as desired by suitably choosing the design parameters. Simulation results obtained demonstrate that effectiveness of the proposed approach

Keywords:
Backstepping Control theory (sociology) Nonlinear system Bounded function Controller (irrigation) Adaptive control Fuzzy logic Fuzzy control system Singularity Scheme (mathematics) Trajectory Computer science Adaptive system Mathematics Control engineering Control (management) Engineering Artificial intelligence

Metrics

20
Cited By
7.23
FWCI (Field Weighted Citation Impact)
6
Refs
0.96
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
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering

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