Title :
Identification of factorable Volterra systems
Author :
Billings, S.A. ; Fakhouri, S.Y.
Author_Institution :
University of Sheffield, Department of Control Engineering, Sheffield, UK
fDate :
10/1/1979 12:00:00 AM
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;
Journal_Title :
Electrical Engineers, Proceedings of the Institution of
DOI :
10.1049/piee.1979.0188