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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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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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.
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Junghsi Lee |
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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 |
work_keys_str_mv |
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