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Survey of Marine Organisms Based on Passive Acoustic Technology

机译:基于被动声学技术的海洋生物体调查

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摘要

Passive acoustic technology (PAT) is an important tool to acquire the passive acoustic signals from marine organisms. In this paper, PAT fish detection is introduced at great length, including the relevant instruments, signal processing methods, and workflow. Focusing on the key tasks of PAT fish detection, the authors proposed a sparse decomposition algorithm that extracts coherent ratio of passive fish acoustic signal, and designed a feature extraction method for that signal based on speech imitation technology. Experimental results demonstrate that the proposed sparse decomposition algorithm can detect fish acoustic signal accurately at low signal-to-noise ratios (SNRs), and the proposed feature extraction method can effectively extract fish acoustic signals from the marine background. The research results shed important new light on the protection and management of fishery resources in the seas and oceans.
机译:被动声学技术(PAT)是从海洋生物中获取被动声信号的重要工具。 在本文中,PAT鱼检测长度介绍,包括相关仪器,信号处理方法和工作流程。 作者提出了一种专注于PAT鱼类检测的关键任务,提出了一种稀疏分解算法,其提取无源鱼声信号的相干比,并设计了基于语音仿制技术的该信号的特征提取方法。 实验结果表明,所提出的稀疏分解算法可以在低信噪比(SNR)处精确地检测鱼声信号,并且所提出的特征提取方法可以有效地从海外背景提取鱼声信号。 研究成果阐述了海洋渔业资源保护与管理的重要新光。

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  • 作者单位

    Changzhou Institute of Technology Changzhou 213032 China East China University of Science and Technology Shanghai 200237 China Changzhou University Changzhou 213164 China Key Laboratory of Nondestructive Testing (Nanchang Hangkong University) Ministry of Education Nanchang 330063 China;

    Changzhou Institute of Technology Changzhou 213032 China Changzhou University Changzhou 213164 China;

    Changzhou Institute of Technology Changzhou 213032 China;

    Changzhou Institute of Technology Changzhou 213032 China Changzhou University Changzhou 213164 China;

    Changzhou Institute of Technology Changzhou 213032 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    marine organisms; passive acoustic technology (PAT); digital signal processing; feature extraction;

    机译:海洋生物;被动声学技术(PAT);数字信号处理;特征提取;

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