首页> 外文会议>International Symposium on Signal Processing and its Applications >SPECTRAL ANALYSIS OF UMBILICAL ARTERY DOPPLER SIGNALS DURING NORMAL PREGNANCY USING STFT AND AR METHOD
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SPECTRAL ANALYSIS OF UMBILICAL ARTERY DOPPLER SIGNALS DURING NORMAL PREGNANCY USING STFT AND AR METHOD

机译:使用STFT和Ar法对常规妊娠期间脐动脉多普勒信号的光谱分析

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Between 13 and 40 weeks gestation, we recorded Doppler signals from the umbilical artery of 25 women with normal pregnancy. Power spectral density graphics were derived from umbilical artery Doppler signals using Short Time Fourier Transformation and Autoregressive Modeling. Scattered values and regression curves for f{sub}(range) values derived from power spectral density graphics were obtained In the STFT and AR power spectral density graphics of pregnant subject; frequency range (f{sub}(range)) of power spectral density graphics was lower at the beginning of gestation and increased progressively until term showing a pattern of high frequency range. Analysis of variance showed statistical significance (for AR method ρ=0.0004 for STFT method ρ=0.0009) for all regressions performed.
机译:在妊娠13至40周之间,我们记录了来自25名女性的脐带的多普勒信号,妊娠正常。功率谱密度图形是使用短时间傅里叶变换和自回归建模的脐带倍波仪信号来源的。在怀孕主题的STFT和AR功率谱密度图形中获得了从功率谱密度图形的F {Sub}(范围)值的散射值和回归曲线;功率谱密度图形的频率范围(F {Sub}(范围))在妊娠开始时较低,直到术语显示为高频范围的模式。对于所有回归,方差分析显示出统计学意义(对于STFT方法ρ= 0.0004的AR方法ρ= 0.0004)。

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