DocumentCode
1440043
Title
Identification of factorable Volterra systems
Author
Billings, S.A. ; Fakhouri, S.Y.
Author_Institution
University of Sheffield, Department of Control Engineering, Sheffield, UK
Volume
126
Issue
10
fYear
1979
fDate
10/1/1979 12:00:00 AM
Firstpage
1018
Lastpage
1024
Abstract
Identification of systems which can be represented as a finite sum of factorable Volterra kernals, each composed of individual linear dynamic subsystems, connected in parallel with outputs multiplied in the time domain, is considered. Both a multilevel-testing and a sequential-single-test procedure are derived to isolate each factorable kernel, and algorithms, which provide estimates of the individual linear subsystems associated with each kernal, are formulated using correlation techniques based on either Gaussian or pseudorandom excitation.
Keywords
identification; matrix algebra; nonlinear systems; Volterra kernels; Volterra systems; correlation techniques; identification; matrix algebra; pseudorandom excitation;
fLanguage
English
Journal_Title
Electrical Engineers, Proceedings of the Institution of
Publisher
iet
ISSN
0020-3270
Type
jour
DOI
10.1049/piee.1979.0188
Filename
5253017
Link To Document