Literature DB >> 25622330

A method of detecting heartbeat locations in the ballistocardiographic signal from the fiber-optic vital signs sensor.

Mariusz Krej, Lukasz Dziuda, Franciszek Wojciech Skibniewski.   

Abstract

We present a flexible, easy-to-expand digital signal processing method for detecting heart rate (HR) for cardiac vibration signals of fiber Bragg grating (FBG) sensor. The FBG-based method of measuring HR is possible to use during the magnetic resonance imaging procedure, which is its unique advantage. Our goal was to design a detection method with plurality of parameters and to subject these parameters to genetic algorithm optimization technique. In effect, we arrived at a method that is well able to deal with much distorted signals with low SNR. We proved that the method we developed allows automatic adjustment to the shape of the waves of signal carrying useful information about the moments of heartbeat. Thus, we can easily adapt our technique to the analysis of signals, which contains information on HR, from sensors employing different techniques of strain detection. The proposed method has the capabilities of analyzing signals in semi-real-time (online) with beat-to-beat resolution, significantly low delay, and negligible computational power requirements. We verified our method on recordings in a group of seven subjects. Verification included over 6000 heartbeats (82 min 47 s of recordings). The root-mean-square error of our method does not exceed 6.0 bpm.

Mesh:

Year:  2015        PMID: 25622330     DOI: 10.1109/JBHI.2015.2392796

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  5 in total

1.  Quantifying and Reducing Posture-Dependent Distortion in Ballistocardiogram Measurements.

Authors:  Abdul Qadir Javaid; Andrew D Wiens; Nathaniel Forrest Fesmire; Mary Ann Weitnauer; Omer T Inan
Journal:  IEEE J Biomed Health Inform       Date:  2015-06-04       Impact factor: 5.772

Review 2.  Medical smart textiles based on fiber optic technology: an overview.

Authors:  Carlo Massaroni; Paola Saccomandi; Emiliano Schena
Journal:  J Funct Biomater       Date:  2015-04-13

Review 3.  Fiber Optic Sensors for Vital Signs Monitoring. A Review of Its Practicality in the Health Field.

Authors:  Christian Perezcampos Mayoral; Jaime Gutiérrez Gutiérrez; José Luis Cano Pérez; Marciano Vargas Treviño; Itandehui Belem Gallegos Velasco; Pedro António Hernández Cruz; Rafael Torres Rosas; Lorenzo Tepech Carrillo; Judith Arnaud Ríos; Edmundo López Apreza; Roberto Rojas Laguna
Journal:  Biosensors (Basel)       Date:  2021-02-23

4.  Smart Textile Based on Fiber Bragg Grating Sensors for Respiratory Monitoring: Design and Preliminary Trials.

Authors:  Marco Ciocchetti; Carlo Massaroni; Paola Saccomandi; Michele A Caponero; Andrea Polimadei; Domenico Formica; Emiliano Schena
Journal:  Biosensors (Basel)       Date:  2015-09-14

5.  Wearable Belt With Built-In Textile Electrodes for Cardio-Respiratory Monitoring.

Authors:  Emanuele Piuzzi; Stefano Pisa; Erika Pittella; Luca Podestà; Silvia Sangiovanni
Journal:  Sensors (Basel)       Date:  2020-08-12       Impact factor: 3.576

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.