{"title":"Time-frequency analysis of 24-hour heart rate fluctuation for the characterization of very low-frequency component","authors":"H. Chan, Jiunn-Lee Lin, C. Du, Chien-Ping Wu","doi":"10.1109/IEMBS.1994.415417","DOIUrl":null,"url":null,"abstract":"A smooth pseudo Wigner-Ville distribution was employed to investigate both time and frequency characteristics in a very low-frequency component (less than 0.04 Hz) of 24-hour heart rate fluctuation. In some cases of heart failure the authors could see remarkable and very low-frequency oscillations of the Wigner-Ville distribution, which are related to Cheyne-Stokes respiration. However the Wigner-Ville distribution of normal subjects did not have such oscillations, but more random spectral characteristics instead. Furthermore, the authors calculated 1/f/sup /spl alpha// regression slopes of average spectrum to be a crude estimate of fractal dimensions. The slopes are more negative in heart failure patients than normals (-1.866/spl plusmn/0.888 vs. -0.957/spl plusmn/0.180 p<0.005), which associates a loss of dimensionality of heart rate fluctuation in heart failure.","PeriodicalId":344622,"journal":{"name":"Proceedings of 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMBS.1994.415417","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
A smooth pseudo Wigner-Ville distribution was employed to investigate both time and frequency characteristics in a very low-frequency component (less than 0.04 Hz) of 24-hour heart rate fluctuation. In some cases of heart failure the authors could see remarkable and very low-frequency oscillations of the Wigner-Ville distribution, which are related to Cheyne-Stokes respiration. However the Wigner-Ville distribution of normal subjects did not have such oscillations, but more random spectral characteristics instead. Furthermore, the authors calculated 1/f/sup /spl alpha// regression slopes of average spectrum to be a crude estimate of fractal dimensions. The slopes are more negative in heart failure patients than normals (-1.866/spl plusmn/0.888 vs. -0.957/spl plusmn/0.180 p<0.005), which associates a loss of dimensionality of heart rate fluctuation in heart failure.
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