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Behavioral Model Identification

Johansson, Rolf LU orcid ; Verhaegen, Michel ; Chou, C. T. and Robertsson, Anders LU (1998) 37th Conference on Decision and Control, 1998 p.126-131
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.
Please use this url to cite or link to this publication:
author
; ; and
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
host publication
Proc. IEEE Conf. Decision and Control (CDC'98), Tampa, Florida, December 1998
pages
126 - 131
conference name
37th Conference on Decision and Control, 1998
conference location
Tampa, Florida, United States
conference dates
1998-12-18 - 1998-12-18
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
2016-04-04 13:07:14
date last changed
2022-01-29 23:46:39
@inproceedings{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       = {{Johansson, Rolf and Verhaegen, Michel and Chou, C. T. and Robertsson, Anders}},
  booktitle    = {{Proc. IEEE Conf. Decision and Control (CDC'98), Tampa, Florida, December 1998}},
  keywords     = {{system identification; behavioral system theory; subspace model; input-output data; impulse response; state-space model; behavioral model; MIMO systems}},
  language     = {{eng}},
  pages        = {{126--131}},
  title        = {{Behavioral Model Identification}},
  url          = {{http://dx.doi.org/10.1109/CDC.1998.760602}},
  doi          = {{10.1109/CDC.1998.760602}},
  year         = {{1998}},
}