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Behavioral Model Identification

Robertsson, Anders LU ; Chou, C. T.; Verhaegen, Michel and Johansson, Rolf LU (1998) 37th Conference on Decision and Control, 1998 In [Host publication title missing]
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.
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author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
system identification, behavioral system theory, subspace model, input-output data, impulse response, state-space model, behavioral model, MIMO systems
in
[Host publication title missing]
conference name
37th Conference on Decision and Control, 1998
external identifiers
  • Scopus:0032268680
DOI
10.1109/CDC.1998.760602
language
English
LU publication?
yes
id
b81cf538-d0fb-4adf-86e2-358fd6fa9593 (old id 8516893)
date added to LUP
2016-01-14 14:15:17
date last changed
2016-04-16 10:50:49
@misc{b81cf538-d0fb-4adf-86e2-358fd6fa9593,
  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.},
  author       = {Robertsson, Anders and Chou, C. T. and Verhaegen, Michel and Johansson, Rolf},
  keyword      = {system identification,behavioral system theory,subspace model,input-output data,impulse response,state-space model,behavioral model,MIMO systems},
  language     = {eng},
  series       = {[Host publication title missing]},
  title        = {Behavioral Model Identification},
  url          = {http://dx.doi.org/10.1109/CDC.1998.760602},
  year         = {1998},
}