{"title":"Behavior of LSSVM and SVM channel equalizers in non-Gaussian noise","authors":"Ahmed R. Kobaiz, S. E. Ghrare","doi":"10.1109/I4CT.2014.6914215","DOIUrl":null,"url":null,"abstract":"In this paper, we examine the behavior of LSSVM and SVM adaptive channel equalizers in environments where the interfering noise exhibits non-Gaussian due to impulsive phenomena. The family of α-stable distributions is used as a suitable and flexible tool for the modeling of signals with impulsive nature. By using computer simulation we show the behavior of both equalizers due to impulsiveness noise influence.","PeriodicalId":356190,"journal":{"name":"2014 International Conference on Computer, Communications, and Control Technology (I4CT)","volume":"10 4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Computer, Communications, and Control Technology (I4CT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/I4CT.2014.6914215","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
In this paper, we examine the behavior of LSSVM and SVM adaptive channel equalizers in environments where the interfering noise exhibits non-Gaussian due to impulsive phenomena. The family of α-stable distributions is used as a suitable and flexible tool for the modeling of signals with impulsive nature. By using computer simulation we show the behavior of both equalizers due to impulsiveness noise influence.
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