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首页> 外文期刊>IEEE Transactions on Biomedical Engineering >Autoregressive modeling of lung sounds: characterization of source and transmission
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Autoregressive modeling of lung sounds: characterization of source and transmission

机译:肺音的自回归建模:来源和传播的表征

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The source of lung sounds in the airway is modeled as a white noise source consisting of one or a combination of the following sources: random white noise sequence, periodic train of impulses, and impulsive bursts of energy. Acoustic transmission through the lung parenchyma and chest wall is modeled as an all-pole filter. Using this method, the source and transmission characteristics of lung sounds are estimated separately, based on the lung sounds at the chest wall. To illustrate the potential validity of the model, lung sound segments in known disease conditions were selected from teaching tapes and the source and transmission characteristics were estimated by applying the model. The estimated characteristics were found to be consistent with current knowledge of the generation and transmission of lung sounds in the known conditions.
机译:气道中的肺声源被建模为白噪声源,该白噪声源由以下一种或多种源组成:随机白噪声序列,周期性脉冲序列和脉冲能量。通过肺实质和胸壁的声传输被建模为全极点滤波器。使用此方法,可以根据胸壁处的肺声分别估计肺声的来源和传播特征。为了说明该模型的潜在有效性,从教学录像带中选择了已知疾病条件下的肺声段,并通过应用该模型估算了声源和传播特征。发现估计的特征与在已知条件下肺声的产生和传播的当前知识一致。

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