ADAPTIVE ALGORITHMS FOR ELIMINATION OF ELECTROMYOGRAPHIC NOISE IN THE ELECTROCARDIOGRAM SIGNAL

N. O. Tulyakova; Alexander N. Trofimchuk; А.Ye. Strizhak

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ADAPTIVE ALGORITHMS FOR ELIMINATION OF ELECTROMYOGRAPHIC NOISE IN THE ELECTROCARDIOGRAM SIGNAL

机译：消除心电图信号中的静电噪声的自适应算法

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Adaptive filtering algorithms for filtering electromyographic noise from eletrocardiographic signal are considered. Statistical characteristics of suppressing noise described by symmetric α-stable distribution (sampling rate of 500 Hz) are obtained for mean square error and signal- to-noise ratio. It is shown that the proposed adaptive myriad filters provide a high quality the elimination of electromyographic noise in the electrocardiogram.

机译：考虑了用于从心电图信号中滤除肌电图噪声的自适应滤波算法。对于均方误差和信噪比，获得了以对称的α稳定分布（采样率为500 Hz）描述的抑制噪声的统计特性。结果表明，所提出的自适应无数滤波器为消除心电图中的肌电噪声提供了高质量。

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来源
《Telecommunications and Radio Engineering》 |2018年第6期|549-561|共13页
作者
N. O. Tulyakova; Alexander N. Trofimchuk; А.Ye. Strizhak;
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作者单位

The Institute of Applied Physics, National Academy of Sciences of Ukraine, 58 Petropavlivska St;

Institute of Telecommunications and Global Information Space, National Academy of Sciences of Ukraine, 25 Chokolivskiy Ave;

Institute of Telecommunications and Global Information Space, National Academy of Sciences of Ukraine, 25 Chokolivskiy Ave;

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收录信息美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
biomedical signal; linear filtering; electromyographic signal; noise; ECG;

机译：生物医学信号线性滤波肌电信号噪声ECG;

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专利

1. Removal of random noises for electrocardiogram (ECG) signals using adaptive noise canceller without reference input [J] . Ching-Haur Chang, Kang-Ming Chang, Hsien-Ju Ko International Journal of Physical Sciences . 2011,第24期

机译：使用无参考输入的自适应噪声消除器消除心电图（ECG）信号的随机噪声
2. Reduction of electromyographic noise in the signal-averaged electrocardiogram by spectral decomposition [J] . Barbosa P.R.B., Barbosa-Filho J., de Sa C.A.M., IEEE Transactions on Biomedical Engineering . 2003,第1期

机译：通过频谱分解减少信号平均心电图中的肌电图噪声
3. Reduction of electromyographic noise in the signal-averaged electrocardiogram by spectral decomposition [J] . Barbosa P.R.B., Barbosa-Filho J., de Sa C.A.M., IEEE Transactions on Biomedical Engineering . 2003,第1期

机译：通过频谱分解减少信号平均心电图中的肌电图噪声
4. Noise Elimination of Electrocardiogram Signals Using the Evolutionary Bispectrum [C] . Abdulmalik A. Al-Shoshan, Abdullah I. Al-Shoshan 2018 1st International Conference on Computer Applications amp; Information Security . 2018

机译：使用进化双谱消除心电图信号的噪声
5. Noise reduction of 15-lead electrocardiogram signals using signal processing algorithms. [D] . Liu, Wei. 2007

机译：使用信号处理算法降低15导联心电图信号的噪声。
6. Two-stage motion artefact reduction algorithm for electrocardiogram using weighted adaptive noise cancelling and recursive Hampel filter [O] . Fuad A. Ghaleb, Maznah Bte Kamat, Mazleena Salleh, -1

机译：使用加权自适应噪声消除和递归Hampel滤波器的心电图两阶段运动伪像减少算法
7. New algorithms for the detection and elimination of sine waves and other narrow-band signals in the presence of broadband signals and noise [O] . Soderstrand Michael A., Rangarao Kaluri Venkata., Loomis Herschel H. 1992

机译：在存在宽带信号和噪声的情况下检测和消除正弦波和其他窄带信号的新算法

ADAPTIVE ALGORITHMS FOR ELIMINATION OF ELECTROMYOGRAPHIC NOISE IN THE ELECTROCARDIOGRAM SIGNAL

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