A. Aitkulov, L. Palmieri, A. Chiuso, A. Galtarossa
{"title":"Machine learning method of phase extraction in distributed acoustic sensing scheme based on optical frequency domain reflectometry","authors":"A. Aitkulov, L. Palmieri, A. Chiuso, A. Galtarossa","doi":"10.1364/ofs.2022.th4.32","DOIUrl":null,"url":null,"abstract":"The paper describes the use of machine learning to enhance the extraction of phase information from a distributed acoustic sensor based on optical frequency domain reflectometry. RMSE reduction by about 5 dB is reported.","PeriodicalId":265406,"journal":{"name":"27th International Conference on Optical Fiber Sensors","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"27th International Conference on Optical Fiber Sensors","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/ofs.2022.th4.32","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 paper describes the use of machine learning to enhance the extraction of phase information from a distributed acoustic sensor based on optical frequency domain reflectometry. RMSE reduction by about 5 dB is reported.