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Cough localization for the detection of respiratory diseases in pig houses.

机译:咳嗽定位,用于检测猪舍中的呼吸系统疾病。

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摘要

In this paper, an algorithm is proposed for localizing cough sounds by using the difference in arrival time of a sound signal between different microphones. To assess the accuracy of the proposed method, estimated positions of a reference sound were compared with real positions in various microphone configurations. All the configurations showed a good position estimation, with mean error between 1.5 and 0 m, and a maximum standard deviation on the error of 0.4 m. The algorithm was also applied on the localization of coughing pigs in a stable in field condition. Using this method it was possible to localize cough attacks of pigs. During a 3 h recording trial, sound was recorded using seven microphones in which 179 coughs were collected, originating from 19 cough attacks. After mapping the locations in the stable, three hazard zones could be identified. This information can be used for visualizing the spread of respiratory diseases and eventually contribute to the reduction of the use of antibiotics by means of selective and early treatment of single pens in stead of the whole compartment.
机译:本文提出了一种利用不同麦克风之间声音信号到达时间的差异来定位咳嗽声音的算法。为了评估所提出方法的准确性,将参考声音的估计位置与各种麦克风配置中的实际位置进行了比较。所有配置均显示出良好的位置估计,平均误差在1.5至0 m之间,最大标准偏差为0.4 m。该算法还被用于在稳定的野外条件下咳嗽猪的定位。使用这种方法可以定位猪的咳嗽发作。在3小时的录音试验中,使用7个麦克风录制了声音,其中收集了179次咳嗽声,这些声音来自19次咳嗽发作。在确定了稳定位置后,可以确定三个危险区域。该信息可用于可视化呼吸系统疾病的传播,并最终通过选择性和早期处理单支笔而不是整个隔间的方式,最终有助于减少抗生素的使用。

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