Novel approach to parameter estimation of a class of nonlinear systems

A new identification algorithm based on over-sampling scheme is proposed for a Hammerstein model which consists of a nonlinear element followed by a linear dynamic model. The unknown linear transfer function model can be identified by making use of the information obtained from an over-sampled output, and the intermediate input to the linear part can also be estimated as well as an arbitrary continuous or discontinuous function type of nonlinear element by a deconvolution approach. The prior information of the nonlinear element is not needed in the new algorithm