基于矢量传感器阵列的宽带声源定位算法研究

Zongyi Cai
{"title":"基于矢量传感器阵列的宽带声源定位算法研究","authors":"Zongyi Cai","doi":"10.1109/ICVRIS51417.2020.00234","DOIUrl":null,"url":null,"abstract":"A wideband noise target orientation algorithm based on vector sensor array is proposed. The algorithm decomposes the received data of vector sensor array into three independent array observation data. By constructing the orientation matrix of vector sensor array, it realizes the accurate estimation of the azimuth parameters of wideband noise source, and overcomes the problems of peak searching and parameter matching in the conventional direction estimation. Analyzing the noise signal radiated by the air target, the positioning accuracy of the algorithm under different SNR is studied. The results show that the algorithm can give the number of noise sources correctly and has high estimation accuracy. When the SNR is 5dB, the orientation error is less than 1.0°. Compared with the traditional acoustic pressure sensor positioning system, the positioning accuracy is greatly improved.","PeriodicalId":162549,"journal":{"name":"2020 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on an Algorithm for Wideband Acoustic Source Orientation Using Vector Sensor Array\",\"authors\":\"Zongyi Cai\",\"doi\":\"10.1109/ICVRIS51417.2020.00234\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A wideband noise target orientation algorithm based on vector sensor array is proposed. The algorithm decomposes the received data of vector sensor array into three independent array observation data. By constructing the orientation matrix of vector sensor array, it realizes the accurate estimation of the azimuth parameters of wideband noise source, and overcomes the problems of peak searching and parameter matching in the conventional direction estimation. Analyzing the noise signal radiated by the air target, the positioning accuracy of the algorithm under different SNR is studied. The results show that the algorithm can give the number of noise sources correctly and has high estimation accuracy. When the SNR is 5dB, the orientation error is less than 1.0°. Compared with the traditional acoustic pressure sensor positioning system, the positioning accuracy is greatly improved.\",\"PeriodicalId\":162549,\"journal\":{\"name\":\"2020 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICVRIS51417.2020.00234\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICVRIS51417.2020.00234","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

提出了一种基于矢量传感器阵列的宽带噪声目标定位算法。该算法将接收到的矢量传感器阵列数据分解为三个独立的阵列观测数据。通过构造矢量传感器阵列的方位矩阵,实现了宽带噪声源方位参数的准确估计,克服了传统方向估计中的峰值搜索和参数匹配问题。分析了空中目标辐射的噪声信号,研究了该算法在不同信噪比下的定位精度。实验结果表明,该算法能准确地给出噪声源的数目,具有较高的估计精度。当信噪比为5dB时,定位误差小于1.0°。与传统的声压传感器定位系统相比,定位精度大大提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on an Algorithm for Wideband Acoustic Source Orientation Using Vector Sensor Array
A wideband noise target orientation algorithm based on vector sensor array is proposed. The algorithm decomposes the received data of vector sensor array into three independent array observation data. By constructing the orientation matrix of vector sensor array, it realizes the accurate estimation of the azimuth parameters of wideband noise source, and overcomes the problems of peak searching and parameter matching in the conventional direction estimation. Analyzing the noise signal radiated by the air target, the positioning accuracy of the algorithm under different SNR is studied. The results show that the algorithm can give the number of noise sources correctly and has high estimation accuracy. When the SNR is 5dB, the orientation error is less than 1.0°. Compared with the traditional acoustic pressure sensor positioning system, the positioning accuracy is greatly improved.
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:481959085
Book学术官方微信