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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:
author
organization
publishing date
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
2007-06-21 16:05:36
date last changed
2017-01-01 06:45:28
@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},
  keyword      = {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},
  volume       = {84},
  year         = {2004},
}