Literature DB >> 23537610

Detection of heartbeat and respiration from optical interferometric signal by using wavelet transform.

Sebastijan Šprager1, Damjan Zazula.   

Abstract

A novel approach for the heartbeat and respiration detection based on optical interferometer and wavelet transform is proposed in this paper. Optical interferometer is a sensitive device that detects physical elongation of optical fibre due to external perturbations. Mechanical activity of cardiac muscle and respiration reflects in interferometric signal when the interferometer is in contact with human body and, thus, enables unobtrusive detection of human vital signs. The efficiency and accuracy of the proposed approach was estimated in two experimental protocols. The first one collected interferometric signals from 20 subjects during rest. In the second experiment, 10 participants cycled an ergometer until reaching their submaximal heart rate, and were measured immediately after that. Heartbeat detection results show high efficiency (99.46±1.11% sensitivity, 99.60±1.05% precision) and accuracy (mean relative error (MRE) of beat-to-beat intervals 3.16±2.32%) for the first experiment, and slightly lower efficiency (96.22±2.96% sensitivity, 95.35±3.03% precision) and accuracy (MRE of 9.56±3.67%) for the second experiment. Considering respiration detection, high efficiency (97.64±7.28% sensitivity, 99.38±2.80% precision) and accuracy (MRE of intervals between respiration events 7.37±7.20%) for the first experiment, and acceptable efficiency (92.05±6.10% sensitivity, 93.45±3.08% precision) and accuracy (MRE of 16.28±6.25%) for the second experiment confirm a practical value of proposed approaches.
Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.

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Year:  2013        PMID: 23537610     DOI: 10.1016/j.cmpb.2013.03.003

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  3 in total

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Authors:  Carlos A Perez-Ramirez; Dora L Almanza-Ojeda; Jesus N Guerrero-Tavares; Francisco J Mendoza-Galindo; Julian M Estudillo-Ayala; Mario A Ibarra-Manzano
Journal:  Sensors (Basel)       Date:  2014-12-19       Impact factor: 3.576

2.  Magnetic Resonance Imaging Compatible Non-Invasive Fibre-Optic Sensors Based on the Bragg Gratings and Interferometers in the Application of Monitoring Heart and Respiration Rate of the Human Body: A Comparative Study.

Authors:  Jan Nedoma; Stanislav Kepak; Marcel Fajkus; Jakub Cubik; Petr Siska; Radek Martinek; Petr Krupa
Journal:  Sensors (Basel)       Date:  2018-10-31       Impact factor: 3.576

3.  Vital Sign Monitoring and Cardiac Triggering at 1.5 Tesla: A Practical Solution by an MR-Ballistocardiography Fiber-Optic Sensor.

Authors:  Jan Nedoma; Marcel Fajkus; Radek Martinek; Homer Nazeran
Journal:  Sensors (Basel)       Date:  2019-01-24       Impact factor: 3.576

  3 in total

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