{"title":"Analysis of the signature of rotating blades with the Empirical Mode Decomposition","authors":"Mickael Bruno, A. Balleri","doi":"10.1109/RADARCONF.2015.7411893","DOIUrl":null,"url":null,"abstract":"In this paper, we present the results of an experimental trial carried out to collect data from a target with a rotating blade at X-band. We apply the Empirical Mode Decomposition (EMD) to the experimental data and we investigate the information contained in the target Intrinsic Mode Functions (IMF) as a function of the blade speed of rotation, by studying their auto-correlation properties with respect to the experimental ground truth. Experimental results are complimented by a set of simulations in order to understand how the IMFs change as a function of Signal to Noise Ratio (SNR). Results show that the EMD can provide information on the angular speed of the blade.","PeriodicalId":267194,"journal":{"name":"2015 IEEE Radar Conference","volume":"os-53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Radar Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RADARCONF.2015.7411893","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
In this paper, we present the results of an experimental trial carried out to collect data from a target with a rotating blade at X-band. We apply the Empirical Mode Decomposition (EMD) to the experimental data and we investigate the information contained in the target Intrinsic Mode Functions (IMF) as a function of the blade speed of rotation, by studying their auto-correlation properties with respect to the experimental ground truth. Experimental results are complimented by a set of simulations in order to understand how the IMFs change as a function of Signal to Noise Ratio (SNR). Results show that the EMD can provide information on the angular speed of the blade.