An SOS-based stable control of polynomial discrete fuzzy systems

被引:13
|
作者
Tanaka, Kazuo [1 ]
Ohtake, Hiroshi [1 ]
Wang, Hua O. [2 ]
机构
[1] Univ Electrocommun, Dept Mech Syst & Intelligent Syst, Tokyo 1828585, Japan
[2] Boston Univ, Dept Aerosp & Mech Engn, Boston, MA 02215 USA
关键词
D O I
10.1109/ACC.2008.4587266
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:4875 / +
页数:2
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