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Identification for Control of Biomedical Systems using a very Short Experiment

Soltesz, Kristian LU and Mercader, Pedro (2016) 2016 International Conference on Systems in Medicine and Biology In [Host publication title missing]
Abstract
This paper presents a combined experiment and identification procedure, well suited to obtain low-order dynamic models of a patients’ response to continuous drug administration. The experiment requires no a priori information and is of very short duration. The identification method provides both a parametric low-order model, and an estimate of the parameter error covariance. It has been demonstrated to work well with very noisy measurements, as typically encountered in drug dosing applications.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Medical control systems, System Identification, Uncertain systems
in
[Host publication title missing]
pages
4 pages
publisher
IEEE--Institute of Electrical and Electronics Engineers Inc.
conference name
2016 International Conference on Systems in Medicine and Biology
language
English
LU publication?
yes
id
2da9dc52-77e9-4f03-92ba-6e3683b2c6e1 (old id 8571217)
date added to LUP
2016-01-29 08:59:33
date last changed
2017-02-01 18:11:59
@inproceedings{2da9dc52-77e9-4f03-92ba-6e3683b2c6e1,
  abstract     = {This paper presents a combined experiment and identification procedure, well suited to obtain low-order dynamic models of a patients’ response to continuous drug administration. The experiment requires no a priori information and is of very short duration. The identification method provides both a parametric low-order model, and an estimate of the parameter error covariance. It has been demonstrated to work well with very noisy measurements, as typically encountered in drug dosing applications.},
  author       = {Soltesz, Kristian and Mercader, Pedro},
  booktitle    = {[Host publication title missing]},
  keyword      = {Medical control systems,System Identification,Uncertain systems},
  language     = {eng},
  pages        = {4},
  publisher    = {IEEE--Institute of Electrical and Electronics Engineers Inc.},
  title        = {Identification for Control of Biomedical Systems using a very Short Experiment},
  year         = {2016},
}