DocumentCode
1975601
Title
Identification of Volterra nonlinear systems using circular inputs
Author
Ghogho, Mounir ; Nandi, Asoke K. ; Swami, Ananthram
Author_Institution
Dept. of Electron. & Electr. Eng., Strathclyde Univ., Glasgow, UK
fYear
1998
fDate
35937
Firstpage
42644
Lastpage
42649
Abstract
It is shown that the minimum-mean square estimate of the parameters of a Volterra model can be obtained in closed form when the input is circularly symmetric. The proposed method is applicable to systems with arbitrary orders and memory. Theoretical results are illustrated via Monte-Carlo simulations
Keywords
parameter estimation; Monte-Carlo simulation; Volterra nonlinear system; circular inputs; circularly symmetric input; closed form; identification; minimum-mean square estimate; parameters;
fLanguage
English
Publisher
iet
Conference_Titel
Non-Linear Signal and Image Processing (Ref. No. 1998/284), IEE Colloquium on
Conference_Location
London
Type
conf
DOI
10.1049/ic:19980445
Filename
705779
Link To Document