Non Invasive Estimation of blood pressure using a linear regression model from the photoplethysmogram (PPG) Signal

نویسنده

  • Shine Augustine
چکیده

Nowadays most of the blood pressure measuring devices rely on a common concept of inflatable cuff to the arm which is based on auscultatory or oscillometry principle. These existing blood pressure meters, based on cuff are considered to be inconvenient for daily monitoring and these are very sensitive to artefacts due to the presence of cuff. The other non invasive methods like PTT, PAT require more no. of parameters in order to estimate the blood pressure. This paper is aimed at designing a non invasive cuff-less cardiovascular parameters estimation system from Photoplethysmography(PPG) Signals technique Using LabVIEW and analysis using MATLAB. A ppg signal is voltage derived signal generated by the photo detector from light with the changes in the blood volume. It does reflect the movement of blood in the blood vessel, going in a wave like motion from the heart to the fingertips through the blood vessels. It has been considered as non-invasive, reliable, simple, and cost-effective method for measuring arterial pulse waves in relation to changes in wave amplitude. This study aimed to investigate the possibilities of monitoring the pressure system status by using morphological features of PPG components. The specific characteristic feature of the PPG wave such as Pulse height and Pulse width has been taken into count for the Blood Pressure estimation. The estimation is further done using a mathematical tool such as regression analysis via MATLAB.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

تخمین بدون کاف فشارخون مبتنی بر ویژگی‌های زمانی سیگنال نبض

Blood pressure is one of the vital signs. Specially, it is crucial for some cases such as hypertension patients and it should be monitored continuously in ICU/CCU. It must be noted that current systems to measure blood pressure, often require trained operators. As an example, in post-hospital cares, blood pressure control is difficult except with the presence of a nurse or use of a device that ...

متن کامل

Quantification the Effect of Ageing on Characteristics of the Photoplethysmogram Using an Optimized Windkessel Model

Background: With increasing age, some changes appeared in specifications of vessels which including dimensions and elasticity in their. The changes in parameters such as resistance, inertance and compliance vessels appear and eventually changes in the environmental pulse releases are in circulation. These changes clearly appear in specification of photoplethysmogram particularly in the size and...

متن کامل

Assessment of Photoplethysmography Method in Extraction of Hemoglobin Concentration

Background: The importance of continuous monitoring along with rapid and accurate notification of changes in blood components such as hemoglobin concentration, especially in acute situations, encourages researchers to use non-invasive methods for measuring.Objective: This study was aimed to investigate the correlation between hemoglobin concentration and photoplethysmogram (PPG) and the p...

متن کامل

Estimation of cardiac output and systemic vascular resistance using a multivariate regression model with features selected from the finger photoplethysmogram and routine cardiovascular measurements

BACKGROUND Cardiac output (CO) and systemic vascular resistance (SVR) are two important parameters of the cardiovascular system. The ability to measure these parameters continuously and noninvasively may assist in diagnosing and monitoring patients with suspected cardiovascular diseases, or other critical illnesses. In this study, a method is proposed to estimate both the CO and SVR of a hetero...

متن کامل

Toward Generating More Diagnostic Features from Photoplethysmogram Waveforms

Photoplethysmogram (PPG) signals collected using a pulse oximeter are increasingly being used for screening and diagnosis purposes. Because of the non-invasive, cost-effective, and easy-to-use nature of the pulse oximeter, clinicians and biomedical engineers are investigating how PPG signals can help in the management of many medical conditions, especially for global health application. The stu...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013