Abstract: This paper discusses the identification of a class of non-linear systems.A robust iterative algorithm is Biven and a simple statistical criterion is used to decide whether a term is rejected. Morever,to get more accurate model,the algorithm can automatically adjust the order of the model according to the given estimate precision. The numerical examples show the algorithm is very effective.