{"title":"Comparative Study of Adaptive Algorithms Using Matlab and Verilog","authors":"A. Parvathy, Gayathri Narayanan","doi":"10.1109/WISPNET.2018.8538654","DOIUrl":null,"url":null,"abstract":"Digital Signal Processing (DSP) applications make use of adaptive algorithms for noise reduction in wireless communication systems. Adaptive filters play an important role to accomplish the idea of adaptive algorithms. This paper discusses different adaptive algorithms including LMS, NLMS and RLS algorithms and comparing the three on the basis of Matlab and Verilog results. The simulation results shows that RLS has faster convergence rate than LMS and NLMS algorithms.","PeriodicalId":6858,"journal":{"name":"2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)","volume":"2015 1","pages":"1-6"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WISPNET.2018.8538654","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Digital Signal Processing (DSP) applications make use of adaptive algorithms for noise reduction in wireless communication systems. Adaptive filters play an important role to accomplish the idea of adaptive algorithms. This paper discusses different adaptive algorithms including LMS, NLMS and RLS algorithms and comparing the three on the basis of Matlab and Verilog results. The simulation results shows that RLS has faster convergence rate than LMS and NLMS algorithms.
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