基于经验模态分解方法的水下环境噪声分析

Altynbek Isabekov, S. Baykut, T. Akgul
{"title":"基于经验模态分解方法的水下环境噪声分析","authors":"Altynbek Isabekov, S. Baykut, T. Akgul","doi":"10.1109/SIU.2009.5136477","DOIUrl":null,"url":null,"abstract":"In this paper, the results of Empirical Mode Decomposition analysis of underwater ambient noise data are presented. Noise examples are assembled by means of the “ITU Underwater Ambient Noise Measurement and Recording System” in the Strait of Istanbul. Firstly, the analysis results of the data collected during the “no ship in the line of sight” period are shown. Then the same analysis was repeated for the data gathered during periods of various ships' cruising. Variances and frequency spectra of Intrinsic Mode Functions (IMF) were estimated and the results were compared. It is observed that the first 5 IMFs' variances reveal useful information about ship presence near the recording system.","PeriodicalId":219938,"journal":{"name":"2009 IEEE 17th Signal Processing and Communications Applications Conference","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Underwater ambient noise analysis using Empirical Mode Decomposition method\",\"authors\":\"Altynbek Isabekov, S. Baykut, T. Akgul\",\"doi\":\"10.1109/SIU.2009.5136477\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, the results of Empirical Mode Decomposition analysis of underwater ambient noise data are presented. Noise examples are assembled by means of the “ITU Underwater Ambient Noise Measurement and Recording System” in the Strait of Istanbul. Firstly, the analysis results of the data collected during the “no ship in the line of sight” period are shown. Then the same analysis was repeated for the data gathered during periods of various ships' cruising. Variances and frequency spectra of Intrinsic Mode Functions (IMF) were estimated and the results were compared. It is observed that the first 5 IMFs' variances reveal useful information about ship presence near the recording system.\",\"PeriodicalId\":219938,\"journal\":{\"name\":\"2009 IEEE 17th Signal Processing and Communications Applications Conference\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 IEEE 17th Signal Processing and Communications Applications Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIU.2009.5136477\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE 17th Signal Processing and Communications Applications Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIU.2009.5136477","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文给出了水下环境噪声数据的经验模态分解分析结果。噪音样本是通过伊斯坦布尔海峡的“国际电联水下环境噪音测量和记录系统”收集的。首先,给出了“无船在视线内”时段采集数据的分析结果。然后,对不同船只巡航期间收集的数据进行了同样的分析。对本征模态函数(IMF)的方差和频谱进行了估计,并对结果进行了比较。可以观察到,前5个IMFs的方差揭示了记录系统附近船舶存在的有用信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Underwater ambient noise analysis using Empirical Mode Decomposition method
In this paper, the results of Empirical Mode Decomposition analysis of underwater ambient noise data are presented. Noise examples are assembled by means of the “ITU Underwater Ambient Noise Measurement and Recording System” in the Strait of Istanbul. Firstly, the analysis results of the data collected during the “no ship in the line of sight” period are shown. Then the same analysis was repeated for the data gathered during periods of various ships' cruising. Variances and frequency spectra of Intrinsic Mode Functions (IMF) were estimated and the results were compared. It is observed that the first 5 IMFs' variances reveal useful information about ship presence near the recording system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信