Design of excitations for structure discrimination of nonlinear systems, using the best linear approximation

Block-oriented nonlinear models are very popular, since they are composed of well-understood elements, namely linear dynamic parts and static nonlinearities. However, the identification problem of most types of block-oriented nonlinear models can be very difficult (especially the generation of initial estimates) and time-consuming. Therefore it is of… (More)