Residential College | false |
Status | 已發表Published |
Fuzzy adaptive finite-time control design for nontriangular stochastic nonlinear systems | |
Sui S.1,2; Chen C.L.P.2,3,4; Tong S.1 | |
2019-01 | |
Source Publication | IEEE Transactions on Fuzzy Systems |
ISSN | 1063-6706 |
Volume | 27Issue:1Pages:172-184 |
Abstract | This paper solves the stochastically finite-time control problem for uncertain stochastic nonlinear systems in nontriangular form. The considered controlled plants are different from the previous results of finite-time control systems, which are the multiple-input and multiple-output (MIMO) stochastic systems with the unknown functions consisting of all states, stochastic disturbance, and immeasurable states. Fuzzy logic systems and a state filter are used to model the uncertain systems and estimate the immeasurable states, respectively. Based on the finite-time theory and It o differential equation, a novel stochastically finite-time stability theorem is first raised. By combining the novel criterion and backstepping technique, an adaptive fuzzy stochastically finite-time control method is proposed. It is testified that all signals in the closed-loop signals are semiglobal finite-time stable in probability, and the tracking performances are well. Simulation example results further show the effectiveness of the proposed approach. |
Keyword | Multiple-input And Multiple-output (Mimo) Stochastic Nonlinear Systems Nontriangular Form State Filter Stochastically Finite-time Control |
DOI | 10.1109/TFUZZ.2018.2882167 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:000455193700014 |
Scopus ID | 2-s2.0-85056744732 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Chen C.L.P. |
Affiliation | 1.Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China 2.Univ Macau, Fac Sci & Technol, Dept Comp & Informat Sci, Macau 999078, Peoples R China 3.Dalian Maritime Univ, Dalian 116026, Peoples R China 4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Sui S.,Chen C.L.P.,Tong S.. Fuzzy adaptive finite-time control design for nontriangular stochastic nonlinear systems[J]. IEEE Transactions on Fuzzy Systems, 2019, 27(1), 172-184. |
APA | Sui S.., Chen C.L.P.., & Tong S. (2019). Fuzzy adaptive finite-time control design for nontriangular stochastic nonlinear systems. IEEE Transactions on Fuzzy Systems, 27(1), 172-184. |
MLA | Sui S.,et al."Fuzzy adaptive finite-time control design for nontriangular stochastic nonlinear systems".IEEE Transactions on Fuzzy Systems 27.1(2019):172-184. |
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