A New Method of Adaptive Filtering and Wavelet Transform to Filter Baseline Shift

Author:

Shi Jianting1,Wang Jiancai2

Affiliation:

1. College of Computer and Information Engineering, Heilongjiang university of science and technology, Harbin, China

2. Office of Academic Affairs, Heilongjiang university of science and technology, Harbin, China

Abstract

This article describes how a baseline shift is a slow change in the orientation of the baseline over time. It often exists in the process of signals sampling, e g. ECG, TLC and so on. In order to filter the baseline shift, a combination method of wavelet transform and an adaptive filter is proposed. First, the wavelet transform method is used to decompose the original ECG signal and the high-frequency components are used to as Reference input data. Then, a new adaptive filtering algorithm, P-LMS, based on the power function, is proposed to conduct adaptive noise filtering. Finally, compared with the traditional normalized least mean square algorithm (NLMS), the proposed algorithm has the characteristics of faster convergence and the effect is better. Experiments on the ECG signal in MIT-BIH database, using the method of combining P-LMS and a wavelet transform is verified to effectively filter the baseline shift and maintain the geometric characteristics of the ECG signal.

Publisher

IGI Global

Subject

General Computer Science

Reference24 articles.

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2. An adaptive learning algorithm for ECG noise and baseline drift removal;A.Esposito;Neural Networks,2003

3. A novel approach in R peak detection using Hybrid Complex Wavelet (HCW)

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