4.7 Article

State and input simultaneous estimation for a class of nonlinear systems

Journal

AUTOMATICA
Volume 40, Issue 10, Pages 1779-1785

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.automatica.2004.05.012

Keywords

observers; nonlinear systems; state and input estimation

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This paper addresses the problem of estimating simultaneously the state and input of a class of nonlinear systems. Here, the systems nonlinear part comprises a Lipschitz nonlinear function with respect to the state and input, and a state-dependent unknown function including additive disturbance as well as uncertain/nonlinear/time-varying terms. Upon satisfying some conditions, the observer design problem can be solved via a Riccati inequality or a LMI-based technique with asymptotic estimation guaranteed. A numerical example is included for illustration. (C) 2004 Elsevier Ltd. All rights reserved.

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