JOURNAL ARTICLE

Power Line Interference Elimination in ECG Signals

Martina LádrováRadek MartínekRené Jaroš

Year: 2019 Journal:   Journal of biomimetics, biomaterials and biomedical engineering Vol: 41 Pages: 105-115

Abstract

The recordings of electrocardiogram (ECG), as an important biological signal which provides a valuable basis for the clinical diagnosis and treatment, are often corrupted by the wide range of artifacts. One important of them is power line interference (PLI). The overlapping interference affects the quality of ECG waveform, leading to the false detection and recognition of wave groups, and thus causing faulty treatment or diagnosis. The study deals with some of the signal processing approaches frequently used for elimination of PLI in ECG signal and compares the accuracy of methods by evaluation of the power of the remaining noise and comparing a filtered ECG signal with an original. The results are compared for three levels of interference and each tested method: Butterworth filter (BF), notch filter, moving average filter (MA), adaptive noise canceller (ANC), wavelet transform (WT) and empirical mode decomposition (EMD).

Keywords:
Interference (communication) Waveform Filter (signal processing) Band-stop filter Noise (video) Computer science SIGNAL (programming language) Hilbert–Huang transform Pattern recognition (psychology) Speech recognition Artificial intelligence Electronic engineering Low-pass filter Telecommunications Engineering Computer vision Channel (broadcasting)

Metrics

6
Cited By
0.56
FWCI (Field Weighted Citation Impact)
32
Refs
0.67
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

ECG Monitoring and Analysis
Health Sciences →  Medicine →  Cardiology and Cardiovascular Medicine
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing
Analog and Mixed-Signal Circuit Design
Physical Sciences →  Engineering →  Biomedical Engineering

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