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Identification for Control of Biomedical Systems using a very Short Experiment

In English

Författare

Summary, in English

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.

Publiceringsår

2016

Språk

Engelska

Sidor

140-143

Publikation/Tidskrift/Serie

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

Dokumenttyp

Konferensbidrag

Förlag

IEEE - Institute of Electrical and Electronics Engineers Inc.

Ämne

  • Other Medical Engineering

Nyckelord

  • Medical control systems
  • System Identification
  • Uncertain systems

Conference name

2016 International Conference on Systems in Medicine and Biology

Conference date

2016-01-04 - 2016-01-07

Conference place

Kharagpour, India

Status

Published

Projekt

  • Hemodynamic Stabilization
  • Automatic Tuning
  • Anesthesia in Closed Loop

Forskningsgrupp

  • ELLIIT
  • LCCC