Identification of errors-in-variables systems with nonlinear output measurements

This paper concerns the identification problem of the errors-in-variables (EIV) systems with nonlinear output measurements using iid inputs. Under reasonable conditions, recursive estimates are given for the parameters of the EIV systems. The strong consistency of the recursive algorithms is proved. Two simulation examples are provided, which justify the theoretical results.