Title :
Stability and stabilization for a class of polynomial discrete fuzzy systems with time delay by sum-of-squares optimization
Author :
Fugui Zhang ; Lizhen Li ; Weiqun Wang
Author_Institution :
Sch. of Sci., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
The paper presents stability and stabilization conditions of a class of polynomial discrete fuzzy systems with time delay, using the sum-of-squares (SOS) approach. First, through employing a parameter dependent discrete Lyapunov-Krasovskii functional, with some free weighting matrices, a delay-dependent stability criterion is obtained. Next, Based on the fuzzy control approach (PDC), controller synthesis can be done. Both of them are represented in terms of SOS, which can be efficiently solved via the recent developed SOSTOOLS. Simulation examples are given to verify the stability analysis results and demonstrate the effectiveness of controller design method.
Keywords :
Lyapunov methods; control system synthesis; delays; discrete systems; fuzzy systems; optimisation; stability criteria; SOSTOOLS; controller design method; controller synthesis; delay dependent stability criterion; fuzzy control approach; parameter dependent discrete Lyapunov-Krasovskii functional; polynomial discrete fuzzy system; sum-of-squares optimization; time delay; weighting matrices; Delay effects; Fuzzy systems; Mathematical model; Numerical stability; Polynomials; Stability criteria; polynomial discrete fuzzy system; stability; stabilization; sum-of-squares (SOS); time delay;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6019677