DocumentCode
2265325
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
fYear
1993
fDate
16-18 Aug 1993
Firstpage
978
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location
Detroit, MI
Print_ISBN
0-7803-1760-2
Type
conf
DOI
10.1109/MWSCAS.1993.343234
Filename
343234
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