DocumentCode
1931031
Title
System modeling using a second-order Volterra delay filter
Author
Li-Zhe Jiang ; Jiang, Jean
Author_Institution
Iterated Syst., Atlanta, GA, USA
Volume
3
fYear
1996
fDate
18-21 Aug 1996
Firstpage
1276
Abstract
In this paper, we extend the linear delay filter, which is a technique for modeling sparse FIR systems, to a second-order Volterra delay filter to include the linear and quadratic filter coefficients for system modeling and identification. According to the error surface analysis, we propose two algorithms which are specially effective in modeling second-order Volterra systems with sparse system coefficients
Keywords
FIR filters; delay circuits; error analysis; identification; modelling; nonlinear filters; algorithm; error surface analysis; identification; linear filter coefficients; quadratic filter coefficients; second-order Volterra delay filter; sparse FIR system; system modeling; Autocorrelation; Delay lines; Delay systems; Eigenvalues and eigenfunctions; Error analysis; Kernel; Modeling; Noise level; Nonlinear filters; Performance analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1996., IEEE 39th Midwest symposium on
Conference_Location
Ames, IA
Print_ISBN
0-7803-3636-4
Type
conf
DOI
10.1109/MWSCAS.1996.593153
Filename
593153
Link To Document