{"title":"Analysis of Moment and Cumulant Description of non-Gaussian Random Processes, Signals and Noise","authors":"V. M. Artyushenko, V. I. Volovach","doi":"10.1109/EWDTS.2018.8524868","DOIUrl":null,"url":null,"abstract":"Reviewed and analyzed the issues linked with the moment and cumulant description of non-Gaussian random processes. It is shown that if non-Gaussian random processes are given by both moment and cumulant functions, it is assumed that such processes are completely given. The spectral characteristics of non-Gaussian random processes are considered. It is shown that higher spectral densities exist only for non-Gaussian random processes.","PeriodicalId":127240,"journal":{"name":"2018 IEEE East-West Design & Test Symposium (EWDTS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE East-West Design & Test Symposium (EWDTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EWDTS.2018.8524868","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Reviewed and analyzed the issues linked with the moment and cumulant description of non-Gaussian random processes. It is shown that if non-Gaussian random processes are given by both moment and cumulant functions, it is assumed that such processes are completely given. The spectral characteristics of non-Gaussian random processes are considered. It is shown that higher spectral densities exist only for non-Gaussian random processes.