The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm

碩士 === 元智大學 === 電機工程學系 === 105 === In this paper, we doing the transient analysis of two proposed adaptive algorithm for digital filters. One is the particular variable step size-NLMS(VSS-NLMS) algorithm , another is the particular variable regularization-NLMS(VR-NLMS). We refer to the process of th...

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Main Authors: Chien-Hsin Hwang, 黃謙信
Other Authors: Junghsi Lee
Format: Others
Language:zh-TW
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/343q8n
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spelling ndltd-TW-105YZU054420142019-05-15T23:32:34Z http://ndltd.ncl.edu.tw/handle/343q8n The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm 可變步階及可變調整參數NLMS演算法之暫態分析 Chien-Hsin Hwang 黃謙信 碩士 元智大學 電機工程學系 105 In this paper, we doing the transient analysis of two proposed adaptive algorithm for digital filters. One is the particular variable step size-NLMS(VSS-NLMS) algorithm , another is the particular variable regularization-NLMS(VR-NLMS). We refer to the process of the NLMS’s transient analysis in the reference, and use some approximate assumption to help derive the transient analysis of the two algorithm. Finally, we absolute the goodness of fit by using the computer simulation. Junghsi Lee 李仲溪 2017 學位論文 ; thesis 85 zh-TW
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language zh-TW
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description 碩士 === 元智大學 === 電機工程學系 === 105 === In this paper, we doing the transient analysis of two proposed adaptive algorithm for digital filters. One is the particular variable step size-NLMS(VSS-NLMS) algorithm , another is the particular variable regularization-NLMS(VR-NLMS). We refer to the process of the NLMS’s transient analysis in the reference, and use some approximate assumption to help derive the transient analysis of the two algorithm. Finally, we absolute the goodness of fit by using the computer simulation.
author2 Junghsi Lee
author_facet Junghsi Lee
Chien-Hsin Hwang
黃謙信
author Chien-Hsin Hwang
黃謙信
spellingShingle Chien-Hsin Hwang
黃謙信
The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
author_sort Chien-Hsin Hwang
title The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
title_short The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
title_full The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
title_fullStr The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
title_full_unstemmed The Transient Analysis of the Variable Step Size and the Variable Regularization NLMS Algorithm
title_sort transient analysis of the variable step size and the variable regularization nlms algorithm
publishDate 2017
url http://ndltd.ncl.edu.tw/handle/343q8n
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