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Decentralized Event-Triggered Adaptive Fuzzy Control for Nonlinear Switched Large-Scale Systems With Input Delay Via Command-Filtered Backstepping

Authors
Zhang, JingLi, ShiAhn, Choon KiXiang, Zhengrong
Issue Date
Jun-2022
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Delays; Switches; Control systems; Adaptive systems; Fuzzy logic; Backstepping; Large-scale systems; Adaptive fuzzy control; command filter; event-triggered control (ETC); large-scale systems (LSSs); switched nonlinear systems
Citation
IEEE TRANSACTIONS ON FUZZY SYSTEMS, v.30, no.6, pp.2118 - 2123
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume
30
Number
6
Start Page
2118
End Page
2123
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/143006
DOI
10.1109/TFUZZ.2021.3066297
ISSN
1063-6706
Abstract
This article presents a decentralized fuzzy adaptive event-triggered command-filtered control scheme for switched large-scale nonlinear systems with input delay. Fuzzy logic systems are employed to approximate uncertain nonlinearities and a novel observer is constructed to estimate unmeasured states. The "explosion of complexity" defect inherent in the backstepping approach is overcome by employing command filter technology. An auxiliary system is designed to compensate for the effect of input delay, and a novel event-triggered decentralized controller is derived based on the common Lyapunov function method. This article shows that the presented strategy guarantees that all closed-loop variables are semiglobally uniformly ultimately bounded. Finally, simulation results are shown to further confirm the presented strategy's validity.
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