An accurate extraction method of HTV signal based on Hessian matrix optimization algorithm

J. Shao, Jing Ye, Zheng-rong Zhang, Li-jun Wang, Aiping Yi, Guohua Li, Mengmeng Tao, Zhenjie Wu, Ke Wang
{"title":"An accurate extraction method of HTV signal based on Hessian matrix optimization algorithm","authors":"J. Shao, Jing Ye, Zheng-rong Zhang, Li-jun Wang, Aiping Yi, Guohua Li, Mengmeng Tao, Zhenjie Wu, Ke Wang","doi":"10.1117/12.2657129","DOIUrl":null,"url":null,"abstract":"The shape of OHp tagging signal line is complicated and changeable under the interaction of turbulence and combustion in HTV velocity measurement of scramjet combustion flow field. The light intensity distribution on the OHp tagging line is modulated, and the broadening degree is not consistent with the Gaussian distribution, so an optimal extraction method based on Hessian matrix is presented. Using the Hessian matrix, the gray distribution function on the cross-section of the tagging line is expanded in the normal direction by the second-order Taylor, and the precise position of the center line is obtained. Compared with line-by-line Gaussian fitting method, this method has better anti-distortion and anti-noise performance. The accurate extraction method of OHp molecular information is applied to the HTV velocity measurement technology in the scramjet combustion flow field, which improves the precision of the extraction and the accuracy of the HTV velocity measurement. It lays a foundation for the development and application of HTV.","PeriodicalId":217394,"journal":{"name":"International Symposium on Laser Interaction with Matter","volume":"628 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Symposium on Laser Interaction with Matter","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2657129","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The shape of OHp tagging signal line is complicated and changeable under the interaction of turbulence and combustion in HTV velocity measurement of scramjet combustion flow field. The light intensity distribution on the OHp tagging line is modulated, and the broadening degree is not consistent with the Gaussian distribution, so an optimal extraction method based on Hessian matrix is presented. Using the Hessian matrix, the gray distribution function on the cross-section of the tagging line is expanded in the normal direction by the second-order Taylor, and the precise position of the center line is obtained. Compared with line-by-line Gaussian fitting method, this method has better anti-distortion and anti-noise performance. The accurate extraction method of OHp molecular information is applied to the HTV velocity measurement technology in the scramjet combustion flow field, which improves the precision of the extraction and the accuracy of the HTV velocity measurement. It lays a foundation for the development and application of HTV.
基于Hessian矩阵优化算法的HTV信号精确提取方法
在超燃冲压发动机燃烧流场的HTV速度测量中,在湍流和燃烧的相互作用下,OHp标记信号线的形状复杂多变。由于光强在OHp标记线上的分布是调制的,且其展宽程度不符合高斯分布,因此提出了一种基于Hessian矩阵的最优提取方法。利用Hessian矩阵,通过二阶Taylor法向展开标注线横切面上的灰色分布函数,得到标注线中心线的精确位置。与逐行高斯拟合方法相比,该方法具有更好的抗失真和抗噪声性能。将OHp分子信息的精确提取方法应用于超燃冲压发动机燃烧流场中HTV速度测量技术,提高了提取的精度和HTV速度测量的精度。为HTV的发展和应用奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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