On Behavioral Model Identification
Johansson, Rolf LU
and Robertsson, Anders
LU
(2004)
In Signal Processing
84(7).
p.1089-1100
- Abstract
- This paper presents theory andalgorithms for system identification suitable for the framework of behavioral system theory. An algorithm basedon algebraic system theory and realization theory (Ho-Kalman realization) in a subspace model identification framework is presented. The novel approach taken consists of the formulation of input-output data as an impulse response model and the subsequent application of state-space realization. The method provides an approximation framework for simultaneous model identification and signal reconstruction.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/161439
- author
- Johansson, Rolf
LU
and Robertsson, Anders
LU
- organization
- publishing date
- 2004
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Time-series analysis, System identification, Behavioral systems, State-space system
- in
- Signal Processing
- volume
- 84
- issue
- 7
- pages
- 1089 - 1100
- publisher
- Elsevier
- external identifiers
-
- wos:000222149800003
- scopus:2642535994
- ISSN
- 0165-1684
- DOI
- 10.1016/j.sigpro.2004.03.010
- language
- English
- LU publication?
- yes
- id
- 28d63c6b-f404-42e6-8d0d-b332e09521b8 (old id 161439)
- date added to LUP
- 2016-04-01 15:43:43
- date last changed
- 2022-01-28 06:49:23
@article{28d63c6b-f404-42e6-8d0d-b332e09521b8,
abstract = {{This paper presents theory andalgorithms for system identification suitable for the framework of behavioral system theory. An algorithm basedon algebraic system theory and realization theory (Ho-Kalman realization) in a subspace model identification framework is presented. The novel approach taken consists of the formulation of input-output data as an impulse response model and the subsequent application of state-space realization. The method provides an approximation framework for simultaneous model identification and signal reconstruction.}},
author = {{Johansson, Rolf and Robertsson, Anders}},
issn = {{0165-1684}},
keywords = {{Time-series analysis; System identification; Behavioral systems; State-space system}},
language = {{eng}},
number = {{7}},
pages = {{1089--1100}},
publisher = {{Elsevier}},
series = {{Signal Processing}},
title = {{On Behavioral Model Identification}},
url = {{http://dx.doi.org/10.1016/j.sigpro.2004.03.010}},
doi = {{10.1016/j.sigpro.2004.03.010}},
volume = {{84}},
year = {{2004}},
}