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Input-Output Finite-Time Sliding-Mode Control for T-S Fuzzy Systems With Application

Authors
Qi, WenhaiYang, XuAhn, Choon KiCao, JindeCheng, Jun
Issue Date
9월-2021
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Computational modeling; Fuzzy systems; Input-output finite-time stability (IO-FTS); Lyapunov function; Lyapunov methods; Nonlinear systems; Robots; Stability analysis; Uncertainty; single-link robot arm model (SLRAM)
Citation
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.51, no.9, pp.5446 - 5455
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
Volume
51
Number
9
Start Page
5446
End Page
5455
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/136761
DOI
10.1109/TSMC.2019.2954854
ISSN
2168-2216
Abstract
This article addresses the issue of input-output finite-time stability (IO-FTS) for nonlinear systems by employing sliding-mode control (SMC) methodology. Many practical systems subject to complex factors, such as the single-link robot arm model (SLRAM), can be characterized as nonlinear systems. Our attention is focused on designing a fuzzy-model-based finite-time SMC law to attenuate the influences of uncertainty, nonlinear term, and external disturbance during the finite-time region. First, a novel integral sliding-mode surface is proposed based on the Takagi-Sugeno fuzzy rule. Then, by using the key point of Lyapunov function theory, an appropriate fuzzy SMC law is designed to make sure that the signal variables can arrive at a domain within the assigned fixed-time level. Moreover, some new IO-FTS criteria are constructed for the resulting sliding dynamics over the whole finite-time level, including reaching phase and sliding motion phase. Via the SLRAM, we demonstrate the effectiveness of the proposed SMC approach.
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