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Non-invasive Estimation of Blood Pressure using Harmonic Components of Oscillometric Pulses

dc.contributor.authorAbolarin, David
dc.contributor.supervisorGroza, Voicu
dc.date.accessioned2016-01-13T19:36:51Z
dc.date.available2016-01-13T19:36:51Z
dc.date.created2016
dc.date.issued2016
dc.degree.disciplineÉtudes supérieures / Graduate Studiesen
dc.degree.levelmastersen
dc.degree.nameMAScen
dc.description.abstractThis research presents a pulse-by-pulse analysis of Oscillometric blood pressure waveform at systolic, diastolic and mean arterial pressure points. Using a mathematical optimization technique, pulses are characterized into component harmonic by minimizing the least square error. The results at the important pressure points are analyzed and compared for different subject using different waveform extraction techniques. Blood pressure is estimated using the harmonic parameters. The approach studies changes in the parameters as oscillometric blood pressure recording is done. 8 harmonic parameters are obtained from the pulse characterization and are used to estimate Systolic arterial Blood Pressure, Mean arterial Blood Pressure, and Diastolic arterial Blood Pressure. The estimates are compared with our reference value to determine which has the best agreement. The proposed method is further compared with Maximum Amplitude Algorithm and Pulse Morphology Algorithm. The effect of oscillometric waveform extraction methods on the proposed method is observed. The experiment established the fact that the extraction technique can alter the shape of oscillometric pulses. The methods were compared and it was observed that the used extraction methods did not make any significant difference on the accuracy, using this technique.en
dc.faculty.departmentOttawa-Carleton Institute of Electrical and Computer Engineeringen
dc.identifier.urihttp://hdl.handle.net/10393/34114
dc.identifier.urihttp://dx.doi.org/10.20381/ruor-3963
dc.language.isoenen
dc.publisherUniversité d'Ottawa / University of Ottawaen
dc.subjectNon-Invasive Blood Pressure Measurement Algorithmen
dc.subjectOscillometryen
dc.subjectPulse Morphologyen
dc.subjectFourier Analysisen
dc.subjectMathematical Modellingen
dc.subjectMedical Instrumentationen
dc.subjectHarmonic Analysisen
dc.subjectSum of Sinusoidsen
dc.titleNon-invasive Estimation of Blood Pressure using Harmonic Components of Oscillometric Pulsesen
dc.typeThesisen
thesis.degree.disciplineGénie / Engineeringen
thesis.degree.levelMastersen
thesis.degree.nameMAScen
uottawa.departmentScience informatique et génie électrique / Electrical Engineering and Computer Scienceen

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