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具有窄带信号保留功能的海洋环境噪声自适应白化处理。

Adaptive whitening of ambient ocean noise with narrowband signal preservation.

作者信息

Hollmann Luke J, Stevenson Robert L

机构信息

Ultra Electronics, UnderSea Sensor Systems, Inc., 4868 East Park 30 Drive, Columbia City, Indiana 46725, USA.

Department of Electrical Engineering, University of Notre Dame, Notre Dame, Indiana 46556, USA.

出版信息

J Acoust Soc Am. 2016 Jun;139(6):3122. doi: 10.1121/1.4953020.

Abstract

Passive underwater listening devices are often deployed to listen for narrowband signals of interest in time-varying background ocean noise. Such tonals are generated mechanically by ships, submarines, and machines, or acoustically by aquatic wildlife. Quantization of the sensor data for storage or low bit-rate transmission adds white noise which can overwhelm weak narrowband signals if the background noise is sufficiently colored. Whitening the background noise prior to quantization can reduce the detrimental effects, but the whitening process must preserve any tonals in the signal for maximum effectiveness. Existing adaptive whitening techniques make no effort to avoid suppressing tonals in the whitening process, while existing spectral separation methods fail to whiten background noise. The proposed methods perform adaptive whitening of background ambient noise while preserving narrowband tones at their original signal-to-noise ratios. The proposed methods are shown to outperform combinations of existing partial solutions both subjectively and by evaluating the objective criteria introduced. The stability and convergence properties of the proposed algorithms match or surpass those of existing well-known adaptive algorithms.

摘要

被动式水下监听设备通常被部署用于在时变的背景海洋噪声中监听感兴趣的窄带信号。此类音调由船舶、潜艇和机器通过机械方式产生,或由水生野生动物通过声学方式产生。对传感器数据进行量化以进行存储或低比特率传输会添加白噪声,如果背景噪声具有足够的色彩,那么白噪声可能会淹没微弱的窄带信号。在量化之前对白噪声进行白化处理可以减少有害影响,但白化过程必须保留信号中的任何音调以实现最大效果。现有的自适应白化技术并未努力避免在白化过程中抑制音调,而现有的频谱分离方法无法对白噪声进行白化处理。所提出的方法在保留窄带音调的原始信噪比的同时,对背景环境噪声进行自适应白化处理。通过主观评估以及对所引入的客观标准进行评估,结果表明所提出的方法优于现有部分解决方案的组合。所提出算法的稳定性和收敛特性与现有的知名自适应算法相当或更优。

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