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Observer-Based Adaptive Event-Triggered Control for Nonstrict-Feedback Nonlinear Systems With Output Constraint and Actuator Failures

delete2021-03-01
delete130
PRE
AI
L
Liang Cao
Q
Qi Zhou *
G
Guowei Dong
H
Hongyi Li
DOI:10.1109/TSMC.2019.2895858delete
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Abstract

Abstract

En 中文
An observer-based adaptive dynamic surface control (DSC) strategy is proposed for nonlinear nonstrict-feedback systems with time-varying disturbance, event-triggered mechanism, and actuator failures in this paper. Fuzzy logic systems are implemented to construct an observer to estimate the unmeasured states. The DSC method is exploited to solve the issue of explosion of complexity with the backstepping control technique. The constructed event-triggered mechanism can avoid the waste of communication resources. The barrier Lyapunov functions are utilized to address the problem of output constraint. It is demonstrated that the reference signals can be well tracked by the system output and all closed-loop signals remain semi-globally uniformly ultimately bounded. Two examples illustrate the effectiveness of the constructed controller.
Keywords:
Adaptive systems
Actuators
Nonlinear systems
Backstepping
Observers
Fuzzy logic
Explosions
Actuator failures
adaptive fuzzy control
event-triggered mechanism
large-scale systems
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Journal

IEEE Transactions on Cybernetics cover
IEEE Transactions on Cybernetics
IF:
10.5
Papers:
1.1W
Citations:
5.0W

Organization

G
guangdong university of technology
Scholars:
2.8W
Papers: 1.9W
Citations: 36
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