Article ID Journal Published Year Pages File Type
6866523 Neurocomputing 2014 7 Pages PDF
Abstract
This paper is considered with the H∞ 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∞ observer by carefully dealing with the one-sided Lipschitz condition together with the quadratic inner-bounded condition. The resulting nonlinear H∞ observer guarantees asymptotic stability of the estimation error dynamics with a prescribed H∞ performance. Moreover, for the design purpose, the existence condition of the proposed nonlinear H∞ 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.
Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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