Literature DB >> 23942332

Noninvasive fetal ECG estimation using adaptive comb filter.

Zheng Wei1, Wei Xueyun, Zhong Jian jian, Liu Hongxing.   

Abstract

This paper describes a robust and simple algorithm for fetal electrocardiogram (FECG) estimation from abdominal signal using adaptive comb filter (ACF). The ACF can adjust itself to the temporal variations in fundamental frequency, which makes it qualified for the estimation of quasi-periodic component from physiologic signal, such as ECG. The validity and performance of the described method are confirmed through experiments on real fetal ECG data. A comparison with the well-known independent component analysis (ICA) method has also been presented.
Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.

Keywords:  ACF; Adaptive comb filter; BSS; EMG; FECG; Fetal electrocardiogram estimation; ICA; MECG; Quasi-periodic physiologic signal; SNR; adaptive comb filter; blind source separation; electromyogram; fetal electrocardiogram; independent component analysis; maternal ECG; signal to noise ratio

Mesh:

Year:  2013        PMID: 23942332     DOI: 10.1016/j.cmpb.2013.07.015

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


  4 in total

1.  Non-Invasive Fetal Monitoring: A Maternal Surface ECG Electrode Placement-Based Novel Approach for Optimization of Adaptive Filter Control Parameters Using the LMS and RLS Algorithms.

Authors:  Radek Martinek; Radana Kahankova; Homer Nazeran; Jaromir Konecny; Janusz Jezewski; Petr Janku; Petr Bilik; Jan Zidek; Jan Nedoma; Marcel Fajkus
Journal:  Sensors (Basel)       Date:  2017-05-19       Impact factor: 3.576

2.  Single-Lead Fetal ECG Extraction Based on a Parallel Marginalized Particle Filter.

Authors:  Zhidong Zhao; Huiling Tong; Yanjun Deng; Wen Xu; Yefei Zhang; Haihui Ye
Journal:  Sensors (Basel)       Date:  2017-06-21       Impact factor: 3.576

3.  A Null Space-Based Blind Source Separation for Fetal Electrocardiogram Signals.

Authors:  Luay Taha; Esam Abdel-Raheem
Journal:  Sensors (Basel)       Date:  2020-06-22       Impact factor: 3.576

4.  Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring.

Authors:  Radek Martinek; Radana Kahankova; Janusz Jezewski; Rene Jaros; Jitka Mohylova; Marcel Fajkus; Jan Nedoma; Petr Janku; Homer Nazeran
Journal:  Front Physiol       Date:  2018-05-30       Impact factor: 4.566

  4 in total

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