A new convergence statistic indicator and the application of variable step-size NLMS algorithm

碩士 === 元智大學 === 電機工程學系 === 99 === Variable step-size algorithm may along with time change the step-size parameter, increase filter’s convergence performance, but make a lot of trouble to set the parameters. In this paper, we proposed a new convergence statistic indicator and the application of varia...

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Bibliographic Details
Main Authors:	Jia-Wei Chen, 陳家緯
Other Authors:	Junghsi Lee
Format:	Others
Language:	zh-TW
Published:	2011
Online Access:	http://ndltd.ncl.edu.tw/handle/94578636478825910145

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spelling	ndltd-TW-099YZU054420512016-04-13T04:17:17Z http://ndltd.ncl.edu.tw/handle/94578636478825910145 A new convergence statistic indicator and the application of variable step-size NLMS algorithm 一種新的收斂統計指標及其可變步階演算法之應用 Jia-Wei Chen 陳家緯碩士元智大學電機工程學系 99 Variable step-size algorithm may along with time change the step-size parameter, increase filter’s convergence performance, but make a lot of trouble to set the parameters. In this paper, we proposed a new convergence statistic indicator and the application of variable step-size NLMS algorithm, and with the NLMS algorithm and other scholars proposed non parametric variable step-size NLMS algorithm on simulations, and then analyzes how to select the appropriate threshold of convergence statistical indicators, in order to have both fast convergence and good steady-state error. Junghsi Lee 李仲溪 2011 學位論文 ; thesis 87 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 元智大學 === 電機工程學系 === 99 === Variable step-size algorithm may along with time change the step-size parameter, increase filter’s convergence performance, but make a lot of trouble to set the parameters. In this paper, we proposed a new convergence statistic indicator and the application of variable step-size NLMS algorithm, and with the NLMS algorithm and other scholars proposed non parametric variable step-size NLMS algorithm on simulations, and then analyzes how to select the appropriate threshold of convergence statistical indicators, in order to have both fast convergence and good steady-state error.
author2	Junghsi Lee
author_facet	Junghsi Lee Jia-Wei Chen 陳家緯
author	Jia-Wei Chen 陳家緯
spellingShingle	Jia-Wei Chen 陳家緯 A new convergence statistic indicator and the application of variable step-size NLMS algorithm
author_sort	Jia-Wei Chen
title	A new convergence statistic indicator and the application of variable step-size NLMS algorithm
title_short	A new convergence statistic indicator and the application of variable step-size NLMS algorithm
title_full	A new convergence statistic indicator and the application of variable step-size NLMS algorithm
title_fullStr	A new convergence statistic indicator and the application of variable step-size NLMS algorithm
title_full_unstemmed	A new convergence statistic indicator and the application of variable step-size NLMS algorithm
title_sort	new convergence statistic indicator and the application of variable step-size nlms algorithm
publishDate	2011
url	http://ndltd.ncl.edu.tw/handle/94578636478825910145
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A new convergence statistic indicator and the application of variable step-size NLMS algorithm

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