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Michigan Technological University

Engineering Mechanics

Algorithms

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Full-Text Articles in Mechanical Engineering

A Discrete Curvature Estimation Based Low-Distortion Adaptive Savitzky⁻Golay Filter For Ecg Denoising., Hui Huang, Shiyan Hu, Ye Sun Apr 2019

A Discrete Curvature Estimation Based Low-Distortion Adaptive Savitzky⁻Golay Filter For Ecg Denoising., Hui Huang, Shiyan Hu, Ye Sun

Michigan Tech Publications

Electrocardiogram (ECG) sensing is an important application for the diagnosis of cardiovascular diseases. Recently, driven by the emerging technology of wearable electronics, massive wearable ECG sensors are developed, which however brings additional sources of noise contamination on ECG signals from these wearable ECG sensors. In this paper, we propose a new low-distortion adaptive Savitzky-Golay (LDASG) filtering method for ECG denoising based on discrete curvature estimation, which demonstrates better performance than the state of the art of ECG denoising. The standard Savitzky-Golay (SG) filter has a remarkable performance of data smoothing. However, it lacks adaptability to signal variations and thus often ...