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Analysis of ship noise from underwater ambient noise

机译:水下环境噪声对船舶噪声的分析

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摘要

Underwater signal processing includes several application areas like military application, disaster detection, finding natural resources, etc. When signal transmits through water, it may get overlap due to some inherent mechanisms like ship noise, wind noise, marine mammals noise, noise generated during all stages of oil production, and due to other industrial sources. In this paper, the main focus is an analysis of ship and wind noise present in data recorded on the west coast of India. The analysis is based on spectral characteristics of ship noise from the available signal. Identification of noise from the signal is carried out by using spectrogram and edge detection. Then shipping noise is mitigated with the help of discrete wavelet transform and signal to noise ratio is calculated to validate its performance. Software tools like MATLAB, Sigview are used for analysis.
机译:水下信号处理包括军事应用,灾难探测,寻找自然资源等多个应用领域。当信号通过水传输时,由于某些固有机制(如船噪声,风噪声,海洋哺乳动物噪声,在整个过程中产生的噪声),它可能会重叠。石油生产的各个阶段,以及其他工业来源。在本文中,主要重点是对印度西海岸记录的数据中存在的船舶和风噪声进行分析。该分析基于来自可用信号的船舶噪声的频谱特性。通过使用频谱图和边缘检测来识别信号中的噪声。然后借助离散小波变换来减轻运输噪声,并计算信噪比以验证其性能。使用MATLAB,Sigview等软件工具进行分析。

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