Literature DB >> 18003560

FFT averaging of multichannel BCG signals from bed mattress sensor to improve estimation of heart beat interval.

Juha M Kortelainen1, Jussi Virkkala.   

Abstract

A multichannel pressure sensing Emfit foil was integrated to a bed mattress for measuring ballistocardiograph signals during sleep. We calculated the heart beat interval with cepstrum method, by applying FFT for short time windows including pair of consequent heart beats. We decreased the variance of FFT by averaging the multichannel data in the frequency domain. Relative error of our method in reference to electrocardiograph RR interval was only 0.35% for 15 night recordings with six normal subjects, when 12% of data was automatically removed due to movement artifacts. Background motivation for this work is given from the studies applying heart rate variability for the sleep staging.

Mesh:

Year:  2007        PMID: 18003560     DOI: 10.1109/IEMBS.2007.4353894

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  A Noncontact Ballistocardiography-Based IoMT System for Cardiopulmonary Health Monitoring of Discharged COVID-19 Patients.

Authors:  Jikui Liu; Fen Miao; Liyan Yin; Zhiqiang Pang; Ye Li
Journal:  IEEE Internet Things J       Date:  2021-03-04       Impact factor: 10.238

2.  UnoViS: the MedIT public unobtrusive vital signs database.

Authors:  Tobias Wartzek; Michael Czaplik; Christoph Hoog Antink; Benjamin Eilebrecht; Rafael Walocha; Steffen Leonhardt
Journal:  Health Inf Sci Syst       Date:  2015-06-02

3.  Vital Sign Monitoring Using FMCW Radar in Various Sleeping Scenarios.

Authors:  Emmi Turppa; Juha M Kortelainen; Oleg Antropov; Tero Kiuru
Journal:  Sensors (Basel)       Date:  2020-11-14       Impact factor: 3.576

4.  Sleep Stage Estimation from Bed Leg Ballistocardiogram Sensors.

Authors:  Yasue Mitsukura; Brian Sumali; Masaki Nagura; Koichi Fukunaga; Masato Yasui
Journal:  Sensors (Basel)       Date:  2020-10-05       Impact factor: 3.576

  4 in total

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