Input-Output Finite-Time Sliding-Mode Control for T-S Fuzzy Systems With Application
- Authors
- Qi, Wenhai; Yang, Xu; Ahn, Choon Ki; Cao, Jinde; Cheng, 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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