Localization of Stochastic Electromagnetic Sources from PCBs in the Near Field

I. Skvortsov, V. Bochkarev, R. Latypov
{"title":"Localization of Stochastic Electromagnetic Sources from PCBs in the Near Field","authors":"I. Skvortsov, V. Bochkarev, R. Latypov","doi":"10.1109/CEMI.2018.8610636","DOIUrl":null,"url":null,"abstract":"In this paper we propose to determine the localization of stochastic electromagnetic sources from a printed circuit board in the near field using least absolute shrinkage and selection operator (LASSO) regression and correlation matrix. The printed circuit board is replaced by an equivalent model with Hertzian dipoles. The comparison between LASSO regression results and Tikhonov regularization results for stochastic electromagnetic sources are also given.","PeriodicalId":173287,"journal":{"name":"2018 International Workshop on Computing, Electromagnetics, and Machine Intelligence (CEMi)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Workshop on Computing, Electromagnetics, and Machine Intelligence (CEMi)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEMI.2018.8610636","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In this paper we propose to determine the localization of stochastic electromagnetic sources from a printed circuit board in the near field using least absolute shrinkage and selection operator (LASSO) regression and correlation matrix. The printed circuit board is replaced by an equivalent model with Hertzian dipoles. The comparison between LASSO regression results and Tikhonov regularization results for stochastic electromagnetic sources are also given.
pcb随机电磁源近场定位
本文提出了用最小绝对收缩和选择算子(LASSO)回归和相关矩阵确定印刷电路板随机电磁源近场定位的方法。印刷电路板被等效的赫兹偶极子模型所取代。并对随机电磁源的LASSO回归结果与Tikhonov正则化结果进行了比较。
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