DocumentCode
3307531
Title
Nonlinear closed loop identification of physiological systems with band-limited signals
Author
Kitney, R.I. ; Seydnejad, S.R.
Author_Institution
Dept. of Biol. & Med. Syst., Imperial Coll. of Sci., Technol. & Med., London, UK
Volume
2
fYear
1999
fDate
36434
Abstract
When identification of a Volterra type nonlinear physiological system with broad band inputs is the goal, Laguerre expansion technique (LET) is a wise selection. We show that, with appropriate treatment, LET remains an excellent choice even when a closed loop nonlinear system with band-limited inputs is to be identified
Keywords
Volterra series; bandlimited signals; closed loop systems; identification; nonlinear dynamical systems; physiological models; singular value decomposition; Laguerre expansion technique; SVD; Volterra type system; bandlimited signals; nonlinear closed loop identification; physiological systems; time invariant Volterra model; Closed loop systems; Educational institutions; Kernel; Modeling; Nonlinear systems; Open loop systems; Sampling methods; Signal processing; Singular value decomposition; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location
Atlanta, GA
ISSN
1094-687X
Print_ISBN
0-7803-5674-8
Type
conf
DOI
10.1109/IEMBS.1999.804144
Filename
804144
Link To Document