Nonlinear Systems Identification With Discontinuous Nonlinearity

In this paper, nonlinear systems identification is proposed. The considered nonlinearity is of hard type. This latter can be discontinuous and noninvertible. The entire nonlinear system is structured by Hammerstein model. Further, the linear dynamic block is of any order and can be nonparametric. The problem identification method is done using simple input signals.