首页> 外文会议>Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE >Choice of operating parameters in heart sound removal from bowel sounds using adaptive filtering
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Choice of operating parameters in heart sound removal from bowel sounds using adaptive filtering

机译:使用自适应滤波选择从肠声音中去除心音的操作参数

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This study is aimed at enhancing bowel sound (or gastrointestinal acoustic phenomena-[GAP]) analysis in an anesthetized rat model. The measured signal at the rat's abdominal wall primarily contains infrequent GAP activities against a strong background of ongoing heart sounds (HS). The bandwidth of GAP events overlaps with that of HS rendering use of fixed band-pass filters inadequate. Therefore, an adaptive filter (AF) is necessary. Because no reference signal is readily available, the reference signal is generated by exploiting the low variability in HS properties. Effects of the adaptation parameter and filter order on SNR and GAP distortion due to filtering are discussed. The GAP waveform distortions were minimum for a filter dimension of 1 to 5 points and an adaptation parameter of 5 to 20% of the value at the onset of filter instability. Typical overall SNR enhancement by HS removal with the current system was 25 to 30 dB for a wide range of adaptation parameters and filter dimensions. It is concluded that an AF system can be implemented to study GAP activity in anesthetized rats.
机译:这项研究旨在在麻醉的大鼠模型中增强肠鸣音(或胃肠道声学现象-[GAP])分析。在大鼠腹壁处测得的信号主要包含在持续不断的心音(HS)强烈背景下的不常见GAP活动。 GAP事件的带宽与HS渲染的带宽重叠,使用固定带通滤波器的HS带宽不足。因此,自适应滤波器(AF)是必要的。由于没有参考信号可轻易获得,因此通过利用HS特性的低可变性来生成参考信号。讨论了自适应参数和滤波器阶数对由于滤波导致的SNR和GAP失真的影响。对于滤波器尺寸为1到5个点,自适应参数为滤波器不稳定开始时值的5到20%,GAP波形失真最小。对于广泛的自适应参数和滤波器尺寸,通过当前系统的HS去除,典型的总体SNR提升为25至30 dB。结论是可以使用AF系统来研究麻醉大鼠的GAP活性。

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