{"title":"非高斯噪声下LSSVM和SVM信道均衡器的性能","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":"{\"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}","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}
Behavior of LSSVM and SVM channel equalizers in non-Gaussian noise
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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