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Continuous-Time Subspace Model Identification Method Using Laguerre Filtering

Haverkamp, B. R. J. ; Verhaegen, Michel ; Chou, C. T. and Johansson, Rolf LU orcid (1997) In IFAC Proceedings Volumes 30(11). p.1093-1098
Abstract
This paper introduces a time domain subspace model identification method, for the identification of continuous-time MIMO state-space models. The measured signals are assumed to be contaminated with both process and measurement noise. The method uses a bilinear transformation on the data, to identify the system in an alternative domain. Afterwards the system is transformed back. An example of the method is presented.
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author
; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Subspace methods, System identification, Continuous-time systems
in
IFAC Proceedings Volumes
volume
30
issue
11
pages
6 pages
publisher
Elsevier
DOI
10.1016/S1474-6670(17)42986-7
language
English
LU publication?
yes
id
948b9711-888c-4800-8972-a2188626dddf
date added to LUP
2022-06-21 14:05:08
date last changed
2022-09-13 10:56:13
@article{948b9711-888c-4800-8972-a2188626dddf,
  abstract     = {{This paper introduces a time domain subspace model identification method, for the identification of continuous-time MIMO state-space models. The measured signals are assumed to be contaminated with both process and measurement noise. The method uses a bilinear transformation on the data, to identify the system in an alternative domain. Afterwards the system is transformed back. An example of the method is presented.}},
  author       = {{Haverkamp, B. R. J. and Verhaegen, Michel and Chou, C. T. and Johansson, Rolf}},
  keywords     = {{Subspace methods; System identification; Continuous-time systems}},
  language     = {{eng}},
  number       = {{11}},
  pages        = {{1093--1098}},
  publisher    = {{Elsevier}},
  series       = {{IFAC Proceedings Volumes}},
  title        = {{Continuous-Time Subspace Model Identification Method Using Laguerre Filtering}},
  url          = {{http://dx.doi.org/10.1016/S1474-6670(17)42986-7}},
  doi          = {{10.1016/S1474-6670(17)42986-7}},
  volume       = {{30}},
  year         = {{1997}},
}