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Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit

机译:带有麦克风阵列的声源定位用于重症监护室中的远程噪声监测

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摘要

An approach is described to apply spatial filtering with microphone arrays to localize acoustic sources in an Intensive Care Unit (ICU). This is done to obtain more detailed information about disturbing noise sources in the ICU with the ultimate goal of facilitating the reduction of the overall background noise level, which could potentially improve the patients’ experience and reduce the time needed for recovery. This paper gives a practical description of the system, including the audio hardware setup as well as the design choices for the microphone arrays. Additionally, the necessary signal processing steps required to produce meaningful data are explained, focusing on a novel clustering approach that enables an automatic evaluation of the spatial filtering results. This approach allows the data to be presented to the nursing staff in a way that enables them to act on the results produced by the system.
机译:描述了一种使用麦克风阵列应用空间滤波以在重症监护病房(ICU)中定位声源的方法。这样做是为了获得有关ICU中干扰噪声源的更多详细信息,其最终目标是促进降低总体背景噪声水平,这有可能改善患者的体验并减少恢复所需的时间。本文对系统进行了实际描述,包括音频硬件设置以及麦克风阵列的设计选择。此外,解释了产生有意义的数据所需的必要信号处理步骤,重点介绍了一种新颖的聚类方法,该方法能够自动评估空间滤波结果。这种方法可以将数据呈现给护理人员,使他们能够对系统产生的结果采取行动。

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