DocumentCode
337594
Title
Behavioral model identification
Author
Johansson, Rolf ; Verhaegen, Michel ; Chou, Chun Tung ; Robertsson, Anders
Author_Institution
Dept. of Autom. Control, Lund Univ., Sweden
Volume
1
fYear
1998
fDate
1998
Firstpage
126
Abstract
This paper presents theory and algorithms for system identification suitable for the framework of behavioral system theory. An algorithm based on algebraic system theory and realization theory (Ho-Kalman realization) in a subspace model identification framework is presented. The novel approach considered consists of the formulation of input-output data as an impulse response model and the subsequent application of state-space realization. As a special case, behavioral model identification from finite data sequences is demonstrated
Keywords
MIMO systems; identification; state-space methods; transient response; MIMO systems; behavioral model; behavioral system theory; impulse response; input-output data; state-space model; subspace model; system identification; Context modeling; Control engineering; Data analysis; Fitting; Linear systems; Mathematical model; Matrix decomposition; Power system modeling; Regression analysis; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location
Tampa, FL
ISSN
0191-2216
Print_ISBN
0-7803-4394-8
Type
conf
DOI
10.1109/CDC.1998.760602
Filename
760602
Link To Document