Title :
Nonlinear system identification using Hammerstein and nonlinear feedback models with piecewise linear static maps. 2. Numerical examples
Author :
Van Pelt, Tobin H. ; Bernstein, Dennis S.
Author_Institution :
Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA
Abstract :
For part 1 see ibid. The paper considers several numerical examples of nonlinear identification using a Hammerstein/nonlinear feedback model with piecewise linear static maps. This identification technique is computationally efficient and provides simultaneous approximations of the linear and nonlinear blocks of the model
Keywords :
discrete time systems; feedback; identification; nonlinear systems; piecewise linear techniques; Hammerstein models; linear blocks; nonlinear blocks; nonlinear feedback models; nonlinear system identification; piecewise linear static maps; simultaneous approximations; Ear; Feedback; Frequency response; Gaussian noise; Least squares methods; Nonlinear systems; Phase locked loops; Piecewise linear techniques; Predictive models; White noise;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.878845
