Title :
SVD based modeling of nonlinear systems
Author :
A.R. Varkonyi-Koczy;P. Baranyi;A.E. Ruano;S. Gyori;Z. Petres;P. Legrady
Author_Institution :
Dept. Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Hungary
fDate :
6/24/1905 12:00:00 AM
Abstract :
Nowadays practical solutions of measurement and control problems involve model-integrated computing. Model based approaches offer a very challenging way to integrate a priori knowledge into the procedure. In this paper the applicability of the Higher Order Singular Value Decomposition based modeling is analyzed and a medical example, the modeling of the behavior of the human liver-bile system is introduced.
Keywords :
"Nonlinear systems","Neural networks","Medical control systems","Singular value decomposition","Humans","Computational complexity","Information systems","Intelligent systems","Laboratories","Telematics"
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2002. IMTC/2002. Proceedings of the 19th IEEE
Print_ISBN :
0-7803-7218-2
DOI :
10.1109/IMTC.2002.1007070
