Continuous-Time Subspace Model Identification Method Using Laguerre Filtering
(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.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/948b9711-888c-4800-8972-a2188626dddf
- author
- Haverkamp, B. R. J. ; Verhaegen, Michel ; Chou, C. T. and Johansson, Rolf LU
- organization
- publishing date
- 1997
- 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}}, }