Nonlinear System Identification: An Effective Framework Based on the Karhunen–LoÈve Transform

This paper proposes, on the basis of a rigorous mathematical formulation, a general framework that is able to define a large class of nonlinear system identifiers. This framework exploits all those relationships that intrinsically characterize a limited set of realizations, obtained by an ensemble of output signals and their parameterized inputs, by means… CONTINUE READING