DocumentCode
2520931
Title
Relaxed stabilization conditions for discrete-time 2-D T-S fuzzy systems
Author
Ding, Dawei ; Li, Xiaoli ; Xie, Xiangpeng ; Liu, Dexin
Author_Institution
Key Lab. of Adv. Control of Iron & Steel Process (Minist. of Educ.), Univ. of Sci. & Technol. Beijing, Beijing, China
fYear
2011
fDate
23-25 May 2011
Firstpage
3459
Lastpage
3464
Abstract
This paper focuses on the problem of further relaxing stabilization conditions for the Roesser type discrete-time 2-D T-S fuzzy system. A novel kind of non-PDC control scheme is proposed to stabilize the closed-loop 2-D T-S fuzzy system, and then less conservative stabilization conditions are developed by using a new non-quadratic Lyapunov function for the underlying 2-D T-S fuzzy system. For one fixed degree of the homogeneous polynomially parameter-dependent matrix, the conservatism could be further reduced by exploiting the algebraic property of fuzzy membership functions and the obtained stabilization conditions may asymptotically approach to exactness in a convergent sense. Moreover, there are no slack matrix variables introduced in the control synthesis, and hence the computational burden is less than the existing ones while the same or less conservative results could be obtained. A numerical example is also provided to illustrate the effectiveness of the proposed methods.
Keywords
closed loop systems; discrete time systems; fuzzy systems; matrix algebra; stability; Roesser type discrete-time 2D T-S fuzzy system; algebraic property; closed-loop 2D T-S fuzzy system; discrete-time 2D T-S fuzzy systems; fuzzy membership functions; homogeneous polynomially parameter-dependent matrix; non-PDC control scheme; nonquadratic Lyapunov function; relaxed stabilization conditions; Fuzzy systems; Linear matrix inequalities; Lyapunov methods; Numerical models; PD control; Polynomials; Symmetric matrices; 2-D discrete-time systems; LMI; Roesser model; Stabilization;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location
Mianyang
Print_ISBN
978-1-4244-8737-0
Type
conf
DOI
10.1109/CCDC.2011.5968715
Filename
5968715
Link To Document