On the Identification of Nonlinear Systems

In many engineering disciplines the identification of dynamical systems from measured signals is an important task in the modelling process. If information on the structure of the system is available, the task is reduced to the identification of parameters. Often, however, either such information is not available or the system structure is known but is very complex and the relevant part of the structure is not easily discerned.