Title: Robust compound observers design for Lipschitz non-linear systems with unknown input disturbance
Authors: Jin Zhao, Zhong-Yu Shen, Xing-Sheng Gu
Addresses: School of Electrical and Automation Engineering, Nanjing Normal University, Nanjing, 210042, China. ' School of Electrical and Automation Engineering, Nanjing Normal University, Nanjing, 210042, China. ' School of Information Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China
Abstract: In this paper, we present a new concept of the robust compound observer for Lipschitz non-linear system with unknown input disturbance, which can simultaneously estimate the system states and unknown input disturbances. The robust compound observer is designed by using the structure principle of the general unknown input observer and the conditions for the existence of the robust compound observer are established. Combined with LMI methods, the designing freedoms are released and LMI existence condition and some verification are given for the compound observers which can asymptotically estimate the system state and unknown input disturbance to any desired accuracy. The presented robust compound observer matrices are calculated using MATLAB LMI toolbox to make the difficult non-linear observer design problem an easy task. Numerical simulation results are presented to validate the approach and the robustness to the system non-linearity and uncertainty.
Keywords: robust compound observers; linear matrix inequality; LMI; Lipschitz nonlinear systems; state disturbance estimation; unknown input disturbance estimation; nonlinear observer design; simulation.
International Journal of Modelling, Identification and Control, 2010 Vol.10 No.1/2, pp.167 - 174
Published online: 02 Jul 2010 *Full-text access for editors Access for subscribers Purchase this article Comment on this article