Performance of Fourier versus Wavelet analysis for magnetocardiograms using a SQUID-acquisition system

B. Arvinti, A. Isar, R. Stolz, M. Costache
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引用次数: 8

Abstract

A lately developed clinical investigation method for the diagnosis of heart disease, the magnetocardiogram (MCG) is described in this paper. Sensitive sensors based on Superconducting Quantum Interference Devices (SQUID), developed at IPHT-Jena, Germany are used for the acquisition of reliable data. MCGs are sensitive to magnetic interferences and procedures in order to enhance the signal-to-noise ratio have to be developed. The paper aims at the comparison of the performance of Fourier versus Wavelet analysis applied to the input signal in order to enable the choice of the optimal processing technique for MCGs, advantages and drawbacks of each procedure being shown. A wavelet based baseline drift correction method and a denoising technique for the reduction of the biological noise of MCGs have been developed and compared to the Fourier based filtering procedure from IPHT-Jena.
基于squid采集系统的磁心图傅里叶与小波分析性能
本文介绍一种新近发展起来的诊断心脏病的临床检查方法——心磁图(MCG)。基于超导量子干涉器件(SQUID)的敏感传感器被用于获取可靠的数据,该器件由德国iht - jena开发。mcg对磁干扰很敏感,为了提高信噪比,必须开发程序。本文旨在比较应用于输入信号的傅里叶分析和小波分析的性能,以便为mcg选择最佳的处理技术,并显示每种方法的优缺点。本文提出了一种基于小波的基线漂移校正方法和一种用于降低mcg生物噪声的去噪技术,并与iht - jena的基于傅立叶的滤波方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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