Nonlinear H∞ observer design for one-sided Lipschitz systems

被引:32
|
作者
Zhang, Wei [1 ]
Su, Housheng [2 ]
Su, Shengchao [1 ,3 ]
Wang, Dazhong [1 ]
机构
[1] Shanghai Univ Engn Sci, Lab Intelligent Control & Robot, Shanghai 201620, Peoples R China
[2] Huazhong Univ Sci & Technol, Minist China, Sch Automat Image Proc & Intelligent Control, Key Lab Educ, Wuhan 430074, Peoples R China
[3] Donghua Univ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
基金
中国国家自然科学基金;
关键词
One-sided Lipschitz nonlinear systems; Nonlinear H-infinity observers; Observer design; State estimation; DESCRIPTOR SYSTEMS; FULL-ORDER; DELAY;
D O I
10.1016/j.neucom.2014.05.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper is considered with the H-infinity observer design problem for a class of nonlinear systems with the one-sided Lipschitz condition. The systems under consideration include the well-studied Lipschitz system as a special case and possess inherent advantages with respect to conservativeness. For such systems in the presence of noises, we develop a Linear Matrix Inequality (LMI) based approach to design a nonlinear H-infinity observer by carefully dealing with the one-sided Lipschitz condition together with the quadratic inner-bounded condition. The resulting nonlinear H-infinity observer guarantees asymptotic stability of the estimation error dynamics with a prescribed H-infinity performance. Moreover, for the design purpose, the existence condition of the proposed nonlinear H-infinity observer is formulated in terms of LMIs by using a matrix generalized inverse technique. Finally, a simulation example is given to illustrate the effectiveness of the proposed design. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:505 / 511
页数:7
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