eprintid: 15485
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/54/85
datestamp: 2023-11-10 03:30:06
lastmod: 2023-11-10 03:30:06
status_changed: 2023-11-10 01:59:36
type: conference_item
metadata_visibility: show
creators_name: Shuaibu, A.N.
creators_name: Dajab, D.D.
creators_name: Usman, F.
title: Heart Rate Measurement Using Non-invasive Sparse Signal Approach
ispublished: pub
keywords: Cameras; Cardiology; Discrete cosine transforms; Discrete wavelet transforms; Diseases; Heart; Signal reconstruction, Cardiovascular disease; Devices and systems; Early warning; Heart-rate; High rate; Photoplethymysography PPG vital sign; Physical parameters; Rate measurements; Sparse signals; Vital sign, Signal to noise ratio
note: cited By 2; Conference of 8th International Conference on Intelligent and Advanced Systems, ICIAS 2021 ; Conference Date: 13 July 2021 Through 15 July 2021; Conference Code:175661
abstract: High rate of occurrences of cardiovascular diseases has led to development of devices and systems that can measure and detect early warning symptoms of abnormalities. Recent studies show that cardiovascular diseases are the topmost leading cause of death, thus we need to detect symptoms of these diseases before they deteriorate. There is a need to develop systems that will monitor cardiovascular properties such as pulse rate and blood oxygen concentration. This will be very useful to people at high risks of cardiovascular ilness. In this paper, sparse representation technique has been used to monitor the heart rate using IP camera. The PPG signal is used to estimate the physical parameters using non-invasive camera. The result is compared with existing dictionaries such as discrete wavelet transform and discrete cosine transform for sparse signal reconstruction. The results show that the proposed method produced better performance Signal-to-Noise Ratio (SNR) as compared to the start-of-the-art methods. © 2021 IEEE.
date: 2021
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124133440&doi=10.1109%2fICIAS49414.2021.9642627&partnerID=40&md5=9f6a3f14bc8575ee6fb96c34620267d8
id_number: 10.1109/ICIAS49414.2021.9642627
full_text_status: none
publication: International Conference on Intelligent and Advanced Systems: Enhance the Present for a Sustainable Future, ICIAS 2021
refereed: TRUE
isbn: 9781728176666
citation:   Shuaibu, A.N. and Dajab, D.D. and Usman, F.  (2021) Heart Rate Measurement Using Non-invasive Sparse Signal Approach.  In: UNSPECIFIED.