Literature DB >> 22907961

Heartbeat and respiration detection from optical interferometric signals by using a multimethod approach.

Sebastijan Sprager1, Damjan Zazula.   

Abstract

In this paper, a multimethod approach for heartbeat and respiration detection from an optical interferometric signal is proposed. Optical interferometer is a sensitive device that detects physical changes of optical-fiber length due to external perturbations. When in direct or indirect contact with human body (e.g., hidden in a bed mattress), mechanical and acoustic activity of cardiac muscle and respiration reflect in the interferometric signal, enabling entirely unobtrusive monitoring of heartbeat and respiration. A novel, two-phased multimethod approach was developed for this purpose. The first phase selects best performing combinations of detection methods on a training set of signals. The second phase applies the selected methods to test set of signals and fuses all the detections of vital signs. The test set consisted of 14 subjects cycling an ergometer until reaching their submaximal heart rate. The following resting periods were analyzed showing high efficiency (98.18 ± 1.40% sensitivity and 97.04 ± 4.95% precision) and accuracy (mean absolute error of beat-to-beat intervals 22±9 ms) for heartbeat detection, and acceptable efficiency (90.06 ± 7.49% sensitivity and 94.21 ± 3.70% precision) and accuracy (mean absolute error of intervals between respiration events 0.33 ± 0.14 s) for respiration detection.

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Year:  2012        PMID: 22907961     DOI: 10.1109/TBME.2012.2213302

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  7 in total

1.  Unconstrained pulse pressure monitoring for health management using hetero-core fiber optic sensor.

Authors:  Michiko Nishiyama; Masako Sonobe; Kazuhiro Watanabe
Journal:  Biomed Opt Express       Date:  2016-08-26       Impact factor: 3.732

2.  A Non-Invasive Multichannel Hybrid Fiber-Optic Sensor System for Vital Sign Monitoring.

Authors:  Marcel Fajkus; Jan Nedoma; Radek Martinek; Vladimir Vasinek; Homer Nazeran; Petr Siska
Journal:  Sensors (Basel)       Date:  2017-01-08       Impact factor: 3.576

3.  A Phonocardiographic-Based Fiber-Optic Sensor and Adaptive Filtering System for Noninvasive Continuous Fetal Heart Rate Monitoring.

Authors:  Radek Martinek; Jan Nedoma; Marcel Fajkus; Radana Kahankova; Jaromir Konecny; Petr Janku; Stanislav Kepak; Petr Bilik; Homer Nazeran
Journal:  Sensors (Basel)       Date:  2017-04-18       Impact factor: 3.576

Review 4.  Is Continuous Heart Rate Monitoring of Livestock a Dream or Is It Realistic? A Review.

Authors:  Luwei Nie; Daniel Berckmans; Chaoyuan Wang; Baoming Li
Journal:  Sensors (Basel)       Date:  2020-04-17       Impact factor: 3.576

5.  Accurate Estimation of Heart and Respiration Rates Based on an Optical Fiber Sensor Using Adaptive Regulations and Statistical Classifications Spectrum Analysis.

Authors:  Rongjian Zhao; Lidong Du; Zhan Zhao; Xianxiang Chen; Jie Sun; Zhenzhen Man; Baogeng Cao; Zhen Fang
Journal:  Front Digit Health       Date:  2021-12-02

6.  An Energy-Efficient Algorithm for Wearable Electrocardiogram Signal Processing in Ubiquitous Healthcare Applications.

Authors:  Ali Hassan Sodhro; Arun Kumar Sangaiah; Gul Hassan Sodhro; Sonia Lohano; Sandeep Pirbhulal
Journal:  Sensors (Basel)       Date:  2018-03-20       Impact factor: 3.576

7.  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

  7 in total

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