DocumentCode
2393832
Title
An SOS-based stable control of polynomial discrete fuzzy systems
Author
Tanaka, Kazuo ; Ohtake, Hiroshi ; Wang, Hua O.
Author_Institution
Dept. of Mech. Syst. & Intell. Syst., Univ. of Electro-Commun., Chofu
fYear
2008
fDate
11-13 June 2008
Firstpage
4875
Lastpage
4880
Abstract
This paper presents stability and stabilization conditions of polynomial discrete fuzzy systems. First, based on polynomial Lyapunov functions, we derive a stability condition of polynomial discrete fuzzy systems without inputs. Secondly, we derive a stabilization condition to design a stable polynomial fuzzy controller. Both of them are represented in terms of SOS and are numerically (partially symbolically) solved via the recent developed SOSTOOLS. In addition, polynomial discrete fuzzy systems and controllers contain discrete Takagi-Sugeno (T-S) fuzzy systems and controllers as a special case. Hence, the approach discussed in this paper is more general than that based on the existing LMI approaches to discrete T-S fuzzy control system designs. To illustrate the validity of the design approach, a design example is provided. The example shows the utility of our approach.
Keywords
Lyapunov methods; control system synthesis; discrete systems; fuzzy control; fuzzy systems; polynomials; stability; LMI; Lyapunov functions; SOS-based stable control design; Takagi-Sugeno system; fuzzy controller; polynomial discrete fuzzy systems; stability; Control systems; Fuzzy control; Fuzzy systems; Linear systems; Lyapunov method; Nonlinear systems; Polynomials; Stability; Takagi-Sugeno model; Time measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2008
Conference_Location
Seattle, WA
ISSN
0743-1619
Print_ISBN
978-1-4244-2078-0
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2008.4587266
Filename
4587266
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