实时抹香鲸深度估计使用被动声学

C. Laplanche, O. Adam, M. Lopatka, J. Motsch
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引用次数: 3

摘要

抹香鲸(Physeter macrocephalus)在觅食时发出一系列短暂的回声定位声音(咔哒声)。声波向接收器传播时,会反射到海面和海底。探测一次反射的地面和海底的咔哒声回波,并测量这两个回波对直接路径传输信号的延迟,使使用单个接收器定位发出咔哒声的抹香鲸的深度和范围成为可能。一次又一次地重复这个过程,就可以绘制出鲸鱼在潜水时的深度/范围变化。自动化这一过程的主要困难通常是正确识别直接路径信号和回波。作者计算了地面/地面回声延迟的先验概率密度函数,改进了这种点击回波识别过程。然后,作者使用自适应滤波器,同时检测具有表面回波的直接路径信号。当开始潜水时,对鲸鱼范围的视觉估计用于启动探测过程。探测到海底回声后,就可以估计出鲸鱼在潜水时的深度/距离。假设有一只抹香鲸在点击,探测过程很好(84%,考虑到45分钟的潜水记录)。当探测到海底回波时,定位过程可以正常工作。这种方法是无创的,因为它既不使用标签,也不使用主动声学,而且容易设置,只需要一个水听器和一个CTD仪表,并且可以对给定区域内单个抹香鲸的潜水行为进行公正,廉价的自动调查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time sperm whale depth estimation using passive acoustics
Sperm whales (Physeter macrocephalus) make series of transient echolocation sounds (clicks), when foraging. Clicks reflect to the sea surface and the seafloor when propagating towards a receiver. The detection of the once reflected surface and seafloor echoes of a click, and the measurement of the delays of both echoes to the direct path transmitted signal, make possible the localization in depth and in range of the sperm whale which emitted the click, by using a single receiver. Repeating this process click after click then leads to the plotting of the whale depth/range variations while diving. The main difficulty when automating this process is usually to correctly identify direct path signals and echoes. The authors compute the a priori probability density functions of both surface/floor echo delays, improving this click echo identification process. The authors then use an adaptive filter, detecting simultaneously direct path signals with surface echoes. A visual estimation of the range of the whale when starting a dive is used to initiate the detection process. The detection of seafloor echoes then leads to the depth/range estimation of the whale while diving. The detection process works fine (84%, considering a 45-minute dive recording) assuming that a single sperm whale is clicking. The localization process works correctly when seafloor echoes are detected. This method is non-invasive, as it uses neither tags nor active acoustics, and easy to set, as requiring a single hydrophone and a CTD meter, and makes possible an unbiased, inexpensive, automated survey of the diving behavior of single sperm whales in a given area.
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