Title :
Behavioral model identification
Author :
Johansson, Rolf ; Verhaegen, Michel ; Chou, Chun Tung ; Robertsson, Anders
Author_Institution :
Dept. of Autom. Control, Lund Univ., Sweden
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;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.760602
