Identification for Control of Biomedical Systems using a very Short Experiment

Kristian Soltesz; Pedro Mercader

doi:10.1109/ICSMB.2016.7915107

Identification for Control of Biomedical Systems using a very Short Experiment

Kristian Soltesz, Pedro Mercader

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

292 Nedladdningar (Pure)

Sammanfattning

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.

Originalspråk	engelska
Titel på värdpublikation	2016 International Conference on Systems in Medicine and Biology (ICSMB)
Förlag	IEEE - Institute of Electrical and Electronics Engineers Inc.
Sidor	140-143
DOI	https://doi.org/10.1109/ICSMB.2016.7915107
Status	Published - 2016
Evenemang	2016 International Conference on Systems in Medicine and Biology - Kharagpour, Indien Varaktighet: 2016 jan. 4 → 2016 jan. 7

Konferens

Konferens	2016 International Conference on Systems in Medicine and Biology
Land/Territorium	Indien
Ort	Kharagpour
Period	2016/01/04 → 2016/01/07

Ämnesklassifikation (UKÄ)

Annan medicinteknik

Tillgång till dokument

10.1109/ICSMB.2016.7915107

soltesz16fAccepterat manuskript från författare, 181 KB

1 Avslutade
2 Aktiva

Hemodynamisk stabilisering
Soltesz, K., Sjöberg, T., Paskevicius, A., Pigot, H., Wahlquist, Y. & Sturk, C.
Swedish Government Agency for Innovation Systems (Vinnova), Swedish Research Council
2016/09/01 → 2022/12/31
Projekt: Forskning
Automatic Tuning
Berner, J., Soltesz, K., Hägglund, T. & Åström, K. J.
2016/01/01 → 2022/12/31
Projekt: Forskning
Anesthesia in Closed Loop
Soltesz, K., Troeng, O., Bagge Carlson, F. & Cervin, A.
2011/01/01 → 2020/01/01
Projekt: Forskning

1 Värd för gäst

Pedro Mercader
Kristian Soltesz (Värd)
2016 sep. 5 → 2016 dec. 8
Aktivitet: Värd för gäst

Citera det här

@inproceedings{2da9dc5277e94f0392ba6e3683b2c6e1,

title = "Identification for Control of Biomedical Systems using a very Short Experiment",

abstract = "This paper presents a combined experiment and identification procedure, well suited to obtain low-order dynamic models of a patients{\textquoteright} 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.",

keywords = "Medical control systems, System Identification, Uncertain systems",

author = "Kristian Soltesz and Pedro Mercader",

year = "2016",

doi = "10.1109/ICSMB.2016.7915107",

language = "English",

pages = "140--143",

booktitle = "2016 International Conference on Systems in Medicine and Biology (ICSMB)",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2016 International Conference on Systems in Medicine and Biology ; Conference date: 04-01-2016 Through 07-01-2016",

}

Soltesz, K & Mercader, P 2016, Identification for Control of Biomedical Systems using a very Short Experiment. i 2016 International Conference on Systems in Medicine and Biology (ICSMB). IEEE - Institute of Electrical and Electronics Engineers Inc., s. 140-143, 2016 International Conference on Systems in Medicine and Biology, Kharagpour, Indien, 2016/01/04. https://doi.org/10.1109/ICSMB.2016.7915107

Identification for Control of Biomedical Systems using a very Short Experiment. / Soltesz, Kristian; Mercader, Pedro.

2016 International Conference on Systems in Medicine and Biology (ICSMB). IEEE - Institute of Electrical and Electronics Engineers Inc., 2016. s. 140-143.

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

TY - GEN

T1 - Identification for Control of Biomedical Systems using a very Short Experiment

AU - Soltesz, Kristian

AU - Mercader, Pedro

PY - 2016

Y1 - 2016

N2 - 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.

AB - 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.

KW - Medical control systems

KW - System Identification

KW - Uncertain systems

U2 - 10.1109/ICSMB.2016.7915107

DO - 10.1109/ICSMB.2016.7915107

M3 - Paper in conference proceeding

SP - 140

EP - 143

BT - 2016 International Conference on Systems in Medicine and Biology (ICSMB)

PB - IEEE - Institute of Electrical and Electronics Engineers Inc.

T2 - 2016 International Conference on Systems in Medicine and Biology

Y2 - 4 January 2016 through 7 January 2016

ER -

Identification for Control of Biomedical Systems using a very Short Experiment

Sammanfattning

Konferens

Ämnesklassifikation (UKÄ)

Tillgång till dokument

Fingeravtryck

Projekt

Hemodynamisk stabilisering

Automatic Tuning

Anesthesia in Closed Loop

Aktiviteter

Pedro Mercader

Citera det här