Literature DB >> 22735107

Robust suppression of nonstationary power-line interference in electrocardiogram signals.

Guojun Li1, Xiaopin Zeng, Xiaona Zhou, Yu Zhou, Guojin Liu, Xichuan Zhou.   

Abstract

It is a challenge to suppress time-varying power-line interference (PLI) with various levels in electrocardiogram (ECG) signals. Most previous attempts of tracking and suppressing the nonstationary PLI signal are based on the least-squares (LS) algorithm. This makes these methods susceptible to QRS complex in suppressing a low-level PLI signal which is frequently coupled in battery-operated ECG equipment. To address the limitation of LS-based methods, this study presents a robust PLI suppression system based on a robust extension of the Kalman filter. In addition, we used an improved version of empirical mode decomposition to further attenuate the QRS complex. Experiments show that our system could effectively suppress the PLI while preserving meaningful ECG components at various interference levels.

Mesh:

Year:  2012        PMID: 22735107     DOI: 10.1088/0967-3334/33/7/1151

Source DB:  PubMed          Journal:  Physiol Meas        ISSN: 0967-3334            Impact factor:   2.833


  2 in total

1.  Powerline noise elimination in biomedical signals via blind source separation and wavelet analysis.

Authors:  Samuel Akwei-Sekyere
Journal:  PeerJ       Date:  2015-07-02       Impact factor: 2.984

Review 2.  Fetal ECG extraction from abdominal signals: a review on suppression of fundamental power line interference component and its harmonics.

Authors:  Dragoş-Daniel Ţarălungă; Georgeta-Mihaela Ungureanu; Ilinca Gussi; Rodica Strungaru; Werner Wolf
Journal:  Comput Math Methods Med       Date:  2014-02-09       Impact factor: 2.238

  2 in total

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