DocumentCode
3060547
Title
Multiple models oscillometric blood pressure monitor identification
Author
Pinheiro, Eduardo C.
Author_Institution
Setúbal´´s Superior School of Technology, Campus do Instituto Politécnico de Setúbal Estefanilha, 2650-761 Portugal
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
319
Lastpage
322
Abstract
Oscillometric blood pressure monitors are fairly reliable medical equipments, inexpensive and widely used both in domicile and clinical measurements of blood pressure, however they have not yet been subject of deep investigation. The research reported in this paper presents some a priori knowledge to build a model of an oscillometric blood pressure monitor and the results of the system identification, in order to help in the search for improvements in these devices´ measurement accuracy. From several studies it is known that the cuff expansion, the compressible fluid flow and the electromechanical components of the system originate nonlinearities in the system dynamics. During the identification procedures it was seen that a multiple model approach was required in order to obtain a reliable representation in all the pressure range. The study of numerous parametric linear models and interpolation functions allowed the reduction of prediction errors, resulting in a final model with good quality results but with room to improvements in the transient response.
Keywords
Biomedical equipment; Biomedical monitoring; Blood pressure; Fluid dynamics; Fluid flow; Interpolation; Nonlinear dynamical systems; Predictive models; Pressure measurement; System identification; Biomedical transducers; Identification; Modeling; Nonlinear systems; Algorithms; Blood Pressure Determination; Computer Simulation; Diagnosis, Computer-Assisted; Humans; Linear Models; Models, Cardiovascular; Models, Statistical; Oscillometry; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649154
Filename
4649154
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