H-infinity output feedback control design for discrete-time fuzzy systems
Zhang, Jinhui, Xia, Yuanqing, Shi, Peng and Qiu, Jiqing (2009) H-infinity output feedback control design for discrete-time fuzzy systems. Optimal Control Applications and Methods, 30 (4). pp. 415-437. ISSN 0143-2087
Abstract
This paper investigates the relaxed non-quadratic stability conditions, fuzzy observer designs and ∞ controller designs for discrete-time Takagi-Sugeno fuzzy systems based on a relaxed approach in which fuzzy Lyapunov functions are used. First, a new relaxed condition of non-quadratic stability is presented, which is shown to be useful in designing fuzzy controller and observer. Second, new fuzzy observers based on the relaxed non-quadratic stability conditions have been proposed. Then, a sufficient linear matrix inequality (LMI)-type condition is proposed to guarantee the existence of the ∞ controllers based on the fuzzy observers designed. It is shown that the controller and observer parameters can be obtained by solving a set of LMIs that are numerically feasible with commercially available software. Finally, the effectiveness and less conservativeness of the proposed approach are demonstrated by two examples
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Item type | Article |
URI | https://vuir.vu.edu.au/id/eprint/4730 |
DOI | 10.1002/oca.871 |
Official URL | http://onlinelibrary.wiley.com/doi/10.1002/oca.871... |
Subjects | Historical > FOR Classification > 0902 Automotive Engineering Historical > Faculty/School/Research Centre/Department > Institute for Logistics and Supply Chain Management (ILSCM) Historical > FOR Classification > 0199 Other Mathematical Sciences Information Systems |
Keywords | ResPubID17682, ResPubID16519. T-S fuzzy systems, fuzzy observer, linear matrix inequalities (LMIs), H-infinity control |
Citations in Scopus | 8 - View on Scopus |
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