DocumentCode
703476
Title
An efficient order recursive algorithm for Volterra system identification
Author
Glentis, George-Othon ; Kalouptsidis, Nicholas
Author_Institution
Dept. of Electron., TEI of Heraklion, Chania, Greece
fYear
1998
fDate
8-11 Sept. 1998
Firstpage
1
Lastpage
4
Abstract
In this paper nonlinear filtering and identification based on finite support Volterra models is considered. A set of primary signals, defined in terms of the input signal, serve for the efficient mapping of the nonlinear process to an equivalent multichannel format. An efficient order recursive method is presented for the determination of the Volterra model structure. The efficiency of the proposed methods is illustrated by simulations.
Keywords
nonlinear filters; recursive filters; telecommunication channels; equivalent multichannel format; finite support Volterra system identification model structure; mapping efficiency; nonlinear filtering; nonlinear identification; order recursive algorithm efficiency; primary signals; Adaptation models; Bismuth; Indexes; Kernel; Linear regression; Mathematical model; Silicon;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location
Rhodes
Print_ISBN
978-960-7620-06-4
Type
conf
Filename
7089947
Link To Document