Cuffless Blood Pressure Monitor
Abstract
Many countries around the world are currently concerned about the control
and early detection of hypertension. Regular blood pressure monitoring is a way to
monitor health and detect potential diseases with a high risk of death, such as heart
disease or stroke. A variety of blood pressure measurement devices and methods
either invasively or non-invasively have been introduced and developed in recent
years. The non-invasive method is mainly based on the Korotkoff-sound and
consists of compressing the arm’s artery using a cuff which is inflated then deflated
which yields systolic and diastolic pressures and possible heartrate. Although, this
method is better and commonly used, it is still uncomfortable for the patients
especially for those whose blood pressures need to be monitored continuously. This
thesis aims to investigate and develop a compact blood pressure measuring device
without using a cuff.
Its principle is based on the fact that the Pulse transit time (PTT) which is
the pulse that the heart transmits between two arterial sites determined from the
peak of Photoplethysmographic PPG signal has an inverse relationship with blood
pressure. The difficulty is estimating the PTT from the two peaks of the PPG signal
requires going through signal processing steps that include smoothing the signal,
determining the measurement location, and determining the sensor's sampling
frequency. In this thesis, blood pressures were calculated based on a linear
regression model built on PTT values obtains from 10 people.
The results of the linear regression model showed that the fit of the model
to the data was at an acceptable level with a rather low R-squared values (0.6176
was the highest and 0.5066 was the lowest). The experiments showed that PTT had
a high correlation for systolic blood pressure with a correlation coefficient of -0.76
and low for diastolic blood pressure with -0.71. The device showed high error
performance when tested on 5 different people with the highest error of +13 mmHg
for diastolic blood pressure and +9 mmHg for systolic blood pressure.