RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM

Respiratory rate (RR) is one of the important respiratory monitoring parameters as an early indicator of critical illness in patients. Respiratory rate is usually obtained using capnography, impedance pneumography (IP), or electrocardiogram (ECG). Respiratory rate can also be obtained using ph...

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Main Author: Fikriastuti, Nurafifah
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/56555
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:56555
spelling id-itb.:565552021-06-23T09:00:19ZRESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM Fikriastuti, Nurafifah Indonesia Final Project Respiratory rate, photoplethysmogram, respiratory-induced variation on PPG, windows length INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/56555 Respiratory rate (RR) is one of the important respiratory monitoring parameters as an early indicator of critical illness in patients. Respiratory rate is usually obtained using capnography, impedance pneumography (IP), or electrocardiogram (ECG). Respiratory rate can also be obtained using photoplethysmograph (PPG) due to the effect of the respiratory process on PPG signals on PPG signals. Therefore, respiratory rate monitoring can be done comfortably with an inexpensive portable device called pulse oximeters. Based on the previous research, the challenge in respiratory rate estimation using PPG is noise. So, there must be a noise handling mechanism in the algorithm. In this final project, the algorithm was designed using the three respiratory-induced variations in PPG signals. We also observe the influence of the length of the PPG window on the algorithm performance. The length of the PPG window affects the algorithm's performance, the amount of estimated respiratory rates, and the algorithm's ability to detect a change of RR in a periode of respiration. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Respiratory rate (RR) is one of the important respiratory monitoring parameters as an early indicator of critical illness in patients. Respiratory rate is usually obtained using capnography, impedance pneumography (IP), or electrocardiogram (ECG). Respiratory rate can also be obtained using photoplethysmograph (PPG) due to the effect of the respiratory process on PPG signals on PPG signals. Therefore, respiratory rate monitoring can be done comfortably with an inexpensive portable device called pulse oximeters. Based on the previous research, the challenge in respiratory rate estimation using PPG is noise. So, there must be a noise handling mechanism in the algorithm. In this final project, the algorithm was designed using the three respiratory-induced variations in PPG signals. We also observe the influence of the length of the PPG window on the algorithm performance. The length of the PPG window affects the algorithm's performance, the amount of estimated respiratory rates, and the algorithm's ability to detect a change of RR in a periode of respiration.
format Final Project
author Fikriastuti, Nurafifah
spellingShingle Fikriastuti, Nurafifah
RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
author_facet Fikriastuti, Nurafifah
author_sort Fikriastuti, Nurafifah
title RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
title_short RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
title_full RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
title_fullStr RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
title_full_unstemmed RESPIRATORY RATE ESTIMATION USING THREE RESPIRATORY-INDUCED VARIATIONS ON PHOTOPLETHYSMOGRAM
title_sort respiratory rate estimation using three respiratory-induced variations on photoplethysmogram
url https://digilib.itb.ac.id/gdl/view/56555
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