2013 · 125 citations · 12 references
EngineeringBiomedical EngineeringElectrical EngineeringBioinstrumentationBiomedical Signal ProcessingElectrophysiologyCardiac Signal ProcessingDigital Signal ProcessingElectrocardiogram AnalysisElectrocardiographyNoise ReductionSignal ProcessingEcg Signal DenoisingEcg Signal PreprocessingElectrocardiogram DenoisingEmpirical Mode DecompositionFilteringNoise RemovalSignal DenoisingWavelet Transform
Noise always degrades the quality of ECG signal. ECG noise removal is complicated due to time varying nature of ECG signal. As the ECG signal is used for the primary diagnosis and analysis of heart diseases, a good quality of ECG signal is necessary. A survey of various types of noises corrupting ECG signal and various approaches based on Wavelet Transform, Fuzzy logic, FIR filtering, Empirical Mode Decomposition used in denoising the signal effectively are presented in this paper. The result tables comparing the performances of various denoising techniques based on related parameters are included.
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Adjustable 60Hz noise reduction by a notch filter for ECG signals
Ying‐Wen Bai, Wen-Yang Chu, Chien‐Yu Chen et al. · 2004 · 53 citations
Engineering, Biomedical Engineering, Electrical Engineering +16