Integral based identification for physiological models

Type of content
Reports
Publisher's DOI/URI
Thesis discipline
Degree name
Bachelor of Science with Honours
Publisher
University of Canterbury. Mathematics and Statistics
Journal Title
Journal ISSN
Volume Title
Language
Date
2007
Authors
MohdNor, NoorHafiz
Abstract

Recently a model-based protocol has been developed for controlling glucose in the Christchurch ICU which has already had a significant clinical impact. A major part of the development involved an integral-based parameter identification method. This paper addresses the importance of an integral formulation for stability in glucose control. The method is compared to a standard derivative based method which is shown to be unstable. The integral method is shown to be highly robust to both modelling and measurement error.

Description
Citation
Keywords
Ngā upoko tukutuku/Māori subject headings
ANZSRC fields of research
Field of Research::01 - Mathematical Sciences::0103 - Numerical and Computational Mathematics
Fields of Research::32 - Biomedical and clinical sciences::3202 - Clinical sciences::320208 - Endocrinology
Fields of Research::40 - Engineering::4003 - Biomedical engineering::400303 - Biomechanical engineering
Rights
Copyright NoorHafiz MohdNor