Title :
On non-parametric nonlinear system identification using dispersion functions
Author :
Liao, Ho-En ; Sethares, William A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
This paper adopts dispersion functions as a tool for non-parametric nonlinear system identification. Dispersion functions have the meaning of “projection” and they make it possible to determine the order of a model, and the significance (or the existence) of delay elements within a nonlinear model
Keywords :
autoregressive moving average processes; delays; functions; identification; nonlinear systems; random processes; delay elements; dispersion functions; model order determination; nonlinear AR models; nonlinear ARMA model; nonparametric nonlinear system identification; Character generation; Delay; Dispersion; Nonlinear systems; Random processes; Sufficient conditions; System identification;
Conference_Titel :
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-1760-2
DOI :
10.1109/MWSCAS.1993.343234
