{"title":"在室内应用的跟踪和导航系统中使用无线电断层扫描和人工智能进行图像重建","authors":"M. Styła, Bartłomiej Kiczek, P. Adamkiewicz","doi":"10.1109/IIPhDW54739.2023.10124404","DOIUrl":null,"url":null,"abstract":"This thesis focuses on the technology for acquiring and processing localization data within the radio tomographic imaging technique supported by neural networks. The scope of work included both proprietary hardware solutions and computational algorithms. The result was a fully functional and self-contained system detecting living agents in confined spaces. Doing so does not require any signal source device located at the user.","PeriodicalId":396821,"journal":{"name":"2023 International Interdisciplinary PhD Workshop (IIPhDW)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Image Reconstruction Using Radio Tomography and Artificial Intelligence in Tracking and Navigation Systems for Indoor Applications\",\"authors\":\"M. Styła, Bartłomiej Kiczek, P. Adamkiewicz\",\"doi\":\"10.1109/IIPhDW54739.2023.10124404\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This thesis focuses on the technology for acquiring and processing localization data within the radio tomographic imaging technique supported by neural networks. The scope of work included both proprietary hardware solutions and computational algorithms. The result was a fully functional and self-contained system detecting living agents in confined spaces. Doing so does not require any signal source device located at the user.\",\"PeriodicalId\":396821,\"journal\":{\"name\":\"2023 International Interdisciplinary PhD Workshop (IIPhDW)\",\"volume\":\"110 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Interdisciplinary PhD Workshop (IIPhDW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIPhDW54739.2023.10124404\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Interdisciplinary PhD Workshop (IIPhDW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIPhDW54739.2023.10124404","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Image Reconstruction Using Radio Tomography and Artificial Intelligence in Tracking and Navigation Systems for Indoor Applications
This thesis focuses on the technology for acquiring and processing localization data within the radio tomographic imaging technique supported by neural networks. The scope of work included both proprietary hardware solutions and computational algorithms. The result was a fully functional and self-contained system detecting living agents in confined spaces. Doing so does not require any signal source device located at the user.