Detection of characteristic points of ECG using quadratic spline wavelet transfrom

M. Niknazar, B. Vosoughi Vahdat, S. R. Mousavi
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引用次数: 10

Abstract

This paper presents a method for ECG characteristic points detection based on Wavelet Transform (WT). Wavelet Transform leads to more accurate results in analyzing nonstationary signals such as ECG. The selected wavelet is quadratic spline wavelet. Using quadratic spline mother wavelet, a method for detection of QRS complex and T and P waves is presented and evaluated with the help of MIT-BIH Arrhythmia database. Experimental results show excellent performance of the proposed method.
基于二次样条小波变换的心电特征点检测
提出了一种基于小波变换的心电特征点检测方法。小波变换对心电等非平稳信号的分析结果更为准确。选取的小波为二次样条小波。提出了一种二次样条母小波检测QRS复合体和T波、P波的方法,并利用MIT-BIH心律失常数据库对其进行了评价。实验结果表明,该方法具有良好的性能。
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