小波变换与FIR滤波胎儿心音降噪的比较

René Jaros, R. Martínek, R. Kahankova, J. Vanus, M. Fajkus, J. Nedoma
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引用次数: 4

摘要

这项工作涉及胎儿心音图(fPCG)的处理。采用了小波变换(WT)和有限脉冲响应滤波器(FIR)两种经典的去噪方法,并进行了比较。在测试中,使用真实录音,评估基于主观观察和听信号改善后执行个别方法。结果表明,两种方法均有助于提高噪声腹部心音图(aPCG)中fPCG的提取效果。在主观评价的基础上,我们最终确定小波变换是一种更合适的处理fPCG信号的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of fetal phonocardiography de-noising by wavelet transform and the FIR filter
This work deals with fetal phonocardiogram (fPCG) processing. Two classical de-noising methods: wavelet transform (WT) method and the finite impulse response filter (FIR filter) are used and compared. For testing, real recordings were used and the evaluation was based on subjective observation and listening to signal improvement after performing individual methods. The results showed that both methods contributed to improved fPCG extraction from noise abdominal phonocardiogram (aPCG). On the basis of the subjective evaluation, in the end, we identified WT as a more appropriate method for processing the fPCG signal.
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