基于高阶累积量的船舶辐射噪声简单模型及其在弱信号检测中的应用

C. Peng, Lei Yang, Xiaomin Jiang, Yue Song, Sha Zou
{"title":"基于高阶累积量的船舶辐射噪声简单模型及其在弱信号检测中的应用","authors":"C. Peng, Lei Yang, Xiaomin Jiang, Yue Song, Sha Zou","doi":"10.1109/IWSDA46143.2019.8966092","DOIUrl":null,"url":null,"abstract":"In this paper, a simple model of ship radiated noise is designed. Firstly, the characteristics of ship radiated noise are analyzed. Then, according to the characteristics of ship radiated noise, the calculation model of sound field, the line spectrum component and the continuous spectrum component of radiated noise are established respectively, Simple model has the advantages of high calculation efficiency and more practicability. At the same time, we use the simple ship radiated noise model to carry out the application of high-order cumulant in weak signal detection. Experiments and simulation results show that the simple ship radiated noise model established in this paper is in line with the characteristics of ship radiated noise, and has very good reference and application value. Simultaneously, the simulation results show that the slice spectrum of high-order cumulant has obvious advantages over the power spectrum (second-order spectrum). High-order spectrum can effectively extract the harmonic components of radiated noise, and can also be used for the detection of quadratic phase coupling.","PeriodicalId":326214,"journal":{"name":"2019 Ninth International Workshop on Signal Design and its Applications in Communications (IWSDA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Simple Ship Radiated Noise Model and Its Application in Weak Signal Detection Based on Higher Order Cumulant\",\"authors\":\"C. Peng, Lei Yang, Xiaomin Jiang, Yue Song, Sha Zou\",\"doi\":\"10.1109/IWSDA46143.2019.8966092\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a simple model of ship radiated noise is designed. Firstly, the characteristics of ship radiated noise are analyzed. Then, according to the characteristics of ship radiated noise, the calculation model of sound field, the line spectrum component and the continuous spectrum component of radiated noise are established respectively, Simple model has the advantages of high calculation efficiency and more practicability. At the same time, we use the simple ship radiated noise model to carry out the application of high-order cumulant in weak signal detection. Experiments and simulation results show that the simple ship radiated noise model established in this paper is in line with the characteristics of ship radiated noise, and has very good reference and application value. Simultaneously, the simulation results show that the slice spectrum of high-order cumulant has obvious advantages over the power spectrum (second-order spectrum). High-order spectrum can effectively extract the harmonic components of radiated noise, and can also be used for the detection of quadratic phase coupling.\",\"PeriodicalId\":326214,\"journal\":{\"name\":\"2019 Ninth International Workshop on Signal Design and its Applications in Communications (IWSDA)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 Ninth International Workshop on Signal Design and its Applications in Communications (IWSDA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IWSDA46143.2019.8966092\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Ninth International Workshop on Signal Design and its Applications in Communications (IWSDA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWSDA46143.2019.8966092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文设计了一个简单的船舶辐射噪声模型。首先,分析了舰船辐射噪声的特征。然后,根据船舶辐射噪声的特点,分别建立了辐射噪声声场、线谱分量和连续谱分量的计算模型,模型简单,计算效率高,实用性强。同时,利用简单的船舶辐射噪声模型,进行了高阶累积量在弱信号检测中的应用。实验和仿真结果表明,本文建立的简单船舶辐射噪声模型符合船舶辐射噪声的特点,具有很好的参考和应用价值。同时,仿真结果表明,高阶累积量的切片谱比功率谱(二阶谱)具有明显的优势。高阶谱可以有效地提取辐射噪声中的谐波成分,也可用于二次相位耦合的检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A Simple Ship Radiated Noise Model and Its Application in Weak Signal Detection Based on Higher Order Cumulant
In this paper, a simple model of ship radiated noise is designed. Firstly, the characteristics of ship radiated noise are analyzed. Then, according to the characteristics of ship radiated noise, the calculation model of sound field, the line spectrum component and the continuous spectrum component of radiated noise are established respectively, Simple model has the advantages of high calculation efficiency and more practicability. At the same time, we use the simple ship radiated noise model to carry out the application of high-order cumulant in weak signal detection. Experiments and simulation results show that the simple ship radiated noise model established in this paper is in line with the characteristics of ship radiated noise, and has very good reference and application value. Simultaneously, the simulation results show that the slice spectrum of high-order cumulant has obvious advantages over the power spectrum (second-order spectrum). High-order spectrum can effectively extract the harmonic components of radiated noise, and can also be used for the detection of quadratic phase coupling.
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
期刊最新文献
Optimization Method for Designing Sequences With Low Partial-period Autocorrelation Sidelobes Decoding Scheduling for Unequal Error Protection Quasi-Cyclic Low-Density Parity-Check Codes 4q-QAM Complementary Sequence Sets with Non-Power-of-Two Length* Properties of Knuth’s Quadratic Congruential Sequences with Modulus m = 2W p New Constructions of Binary (Near) Complementary Sets
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1