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http://hdl.handle.net/10397/1445
| Title: | Stable and robust fuzzy control for uncertain nonlinear systems | Authors: | Lam, HK Leung, FHF Tam, PKS |
Issue Date: | Nov-2000 | Source: | IEEE transactions on systems, man, and cybernetics. Part A, Systems and humans, Nov. 2000, v. 30, no. 6, p. 825-840 | Abstract: | This paper presents the stability and robustness analysis for multivariable fuzzy control systems subject to parameter uncertainties based on a single-grid-point (SGP) approach. To perform the analysis, we represent a multivariable nonlinear system using a TS-fuzzy plant model. Three design approaches of fuzzy controllers are introduced to close the feedback loop. By estimating the matrix measures of the system parameters and parameter uncertainties, stability and robustness conditions for different cases are derived. Application examples will be given to show the design procedures and the merits of the proposed fuzzy controller. | Keywords: | Fuzzy control Nonlinear system robustness Parameter uncertainty Stability |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on systems, man, and cybernetics. Part A, Systems and humans | ISSN: | 1083-4427 | EISSN: | 1083-4419 | DOI: | 10.1109/3468.895910 | Rights: | © 2000 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. |
| Appears in Collections: | Journal/Magazine Article |
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| Uncertain nonlinear systems_00.pdf | 438.46 kB | Adobe PDF | View/Open |
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