DocumentCode
260609
Title
Behavior of LSSVM and SVM channel equalizers in non-Gaussian noise
Author
Kobaiz, Ahmed R. ; Ghrare, Seddeq E.
Author_Institution
Fac. of Eng., Univ. of Aljabal Algharbi, Gharyan, Libya
fYear
2014
fDate
2-4 Sept. 2014
Firstpage
407
Lastpage
410
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.
Keywords
adaptive equalisers; impulse noise; least squares approximations; support vector machines; telecommunication channels; LSSVM behavior; SVM channel equalizers; impulsive phenomena; impulsiveness noise influence; least squares SVM; nongaussian noise; Dispersion; Equalizers; Integrated circuit modeling; Mathematical model; Signal to noise ratio; Support vector machines; Communication channel; Gaussian noise and impulsive noise; LSSVM and SVM adaptive equalizers;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer, Communications, and Control Technology (I4CT), 2014 International Conference on
Conference_Location
Langkawi
Print_ISBN
978-1-4799-4556-6
Type
conf
DOI
10.1109/I4CT.2014.6914215
Filename
6914215
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