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On the distributed acoustic sensing based on local time-frequency coherence analysis

机译:基于局部时频相干分析的分布式声学传感

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This paper outlines novel approaches to design a new generation of distributed networks of acoustic sensors. The key-concept is marked by the use of time-frequency signal analysis tools directly embedded at the sensor node. The general framework for analysis at the acoustic sensor level is based on spectrogram which is very simple and easy to implement. The choice of the detection threshold in time-frequency domain is always a difficult task, even more complicated in the embedded computing configurations where eventual threshold adaptive selection algorithms might not have the required complexity. That is, the performances in terms of probability of detection classification and localization accuracy are generally strongly depending of the operational conditions. As such, this paper proposes a novel approach of local signal processing based on phase coherence criterion, designed to track the time-frequency multi-components and which is implemented in a distributed network with a minimum number of acoustic sensors.
机译:本文概述了设计新一代声传感器分布式网络的新颖方法。关键概念是通过使用直接嵌入传感器节点的时频信号分析工具来标记的。在声传感器级进行分析的一般框架是基于频谱图的,该频谱图非常简单且易于实现。在时频域中选择检测阈值始终是一项艰巨的任务,在最终阈值自适应选择算法可能不具有所需复杂性的嵌入式计算配置中,甚至更加复杂。即,在检测分类的概率和定位精度方面的性能通常强烈地取决于操作条件。因此,本文提出了一种基于相位相干性准则的本地信号处理新方法,该方法旨在跟踪时频多分量,并在具有最少数量的声传感器的分布式网络中实现。

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