Abstract: This paper presents an approach to the identification of nonlinear system in noisy environment using a wavelet based State Dependent Parameter (SDP) model to chacterize the system’s nonlinear dynamics. The obtained model is in the form of a set of linear regressive output/input terms (state) multiplied by the respective SDPs, which are compactly parameterized by wavelet basis function...