Adaptive Fuzzy Finite-Time Control for Nonstrict-Feedback Nonlinear Systems

This article presents an adaptive fuzzy finite-time control (AFFTC) method for nonstrict-feedback nonlinear systems (NFNSs) with unknown dynamics. With the aid of the backstepping technique, by establishing the smooth switch function (SSF), a novel {C}^{1} AFFTC strategy is recursively constructed...

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Veröffentlicht in:IEEE transactions on cybernetics 2022-10, Vol.52 (10), p.10420-10429
Hauptverfasser: Liu, Yongchao, Zhu, Qidan
Format: Artikel
Sprache:eng
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Zusammenfassung:This article presents an adaptive fuzzy finite-time control (AFFTC) method for nonstrict-feedback nonlinear systems (NFNSs) with unknown dynamics. With the aid of the backstepping technique, by establishing the smooth switch function (SSF), a novel {C}^{1} AFFTC strategy is recursively constructed, which counteracts the effect of nonstrict-feedback structure and unknown dynamics. Different from the reporting finite-time control achievements, the singularity hindrance derived from the differentiating virtual control law is availably surmounted. Moreover, the developed AFFTC strategy can drive the tracking error to converge into a small neighborhood of the origin in a finite time. Simulation results are conducted to substantiate the efficacy of theoretical findings.
ISSN:2168-2267
2168-2275
DOI:10.1109/TCYB.2021.3063139