Parameter Identification using Nonlinear Observer Theory

This paper presents preliminary results from an investigation into identification of parameters appearing nonlinearly in system dynamics. After presentation of background material on identifiability of such systems, an identifier based on the Extended Luenberger Observer is constructed for a class of nonlinear systems. Conditions sufficient for global convergence of its parameter estimates are discussed.