Talks and Poster Presentations (with Proceedings-Entry):
M. Kozek, N. Jovanovic:
"Effect of Noise on Block-Oriented Identification of the Physiological Propofol Model";
Talk: 4th International EUROSIM 2001 Congress,
Delft, Netherlands;
2001-06-26
- 2001-06-29; in: "Proceedings of the 4th International EUROSIM 2001 Congress",
(2001),
ISBN: 90-806441-1-0;
6 pages.
English abstract:
The identification of the pharmacokinetic-pharmacodynamic propofol model from noisy measurement
data is desirable, since it enables automatic open- and closed-loop drug delivery schemes to adapt to varying
patient parameters. In order to investigate the influence of measurement noise on the performance
of different nonlinear block-oriented identification algorithms a simulation study with a standard Wiener
block structure for the physiological propofol model is performed. The results indicate that suitable
nonlinear identification methods outperform linear models even in the presence of strong measurement
noise.
Keywords:
Identification, Nonlinear Block Model, Noise, Pharmacokinetic-Pharmacodynamic Model
Electronic version of the publication:
http://publik.tuwien.ac.at/files/pub-mb_5355.pdf
Created from the Publication Database of the Vienna University of Technology.