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 :
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