De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space

The de-noising algorithms were proposed for the raised cosine pulse signal using minimum-energy(wavelet) frame in the discrete signal space.For the given two minimum-energy frames,the decomposition coefficients of sampled sequence appeared significant statistical characteristics difference between t...

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Main Authors: Ying-hai XIE, Wei YANG, Ting-ting FAN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2012-03-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)03-0044-08/
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author Ying-hai XIE
Wei YANG
Ting-ting FAN
author_facet Ying-hai XIE
Wei YANG
Ting-ting FAN
author_sort Ying-hai XIE
collection DOAJ
description The de-noising algorithms were proposed for the raised cosine pulse signal using minimum-energy(wavelet) frame in the discrete signal space.For the given two minimum-energy frames,the decomposition coefficients of sampled sequence appeared significant statistical characteristics difference between the raised cosine pulse signal and additive Gaussian noise under the frames’sub-sequences.Based on this,two threshold de-noising algorithms were provided to makes full use of the merit that the frame was fit for the de-noising work,they removed partial noise component while keeping the component of original signal and got effic nt de-noising result.The simulation results show that,when the modulating method is BPSK and its raised cosine pulse signal is polluted by the additive Gaussian noise,then if add a pre-processing link to denoise the receiving waveform using the algorithms,the receiver can greatly increase the signal-to-noise ratio of receiving signal and have about 3.1dB and 2.7dB performance gain of bit error ratio,respectively.
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institution Kabale University
issn 1000-436X
language zho
publishDate 2012-03-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-f7889699aca9445da5d581707768a8312025-01-14T06:31:22ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-03-0133445159660707De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal spaceYing-hai XIEWei YANGTing-ting FANThe de-noising algorithms were proposed for the raised cosine pulse signal using minimum-energy(wavelet) frame in the discrete signal space.For the given two minimum-energy frames,the decomposition coefficients of sampled sequence appeared significant statistical characteristics difference between the raised cosine pulse signal and additive Gaussian noise under the frames’sub-sequences.Based on this,two threshold de-noising algorithms were provided to makes full use of the merit that the frame was fit for the de-noising work,they removed partial noise component while keeping the component of original signal and got effic nt de-noising result.The simulation results show that,when the modulating method is BPSK and its raised cosine pulse signal is polluted by the additive Gaussian noise,then if add a pre-processing link to denoise the receiving waveform using the algorithms,the receiver can greatly increase the signal-to-noise ratio of receiving signal and have about 3.1dB and 2.7dB performance gain of bit error ratio,respectively.http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)03-0044-08/discrete signal spaceminimum-energy(wavelet)frameraised cosine pulse signal
spellingShingle Ying-hai XIE
Wei YANG
Ting-ting FAN
De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
Tongxin xuebao
discrete signal space
minimum-energy(wavelet)frame
raised cosine pulse signal
title De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
title_full De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
title_fullStr De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
title_full_unstemmed De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
title_short De-noising algorithms for the raised cosine pulse signal using the minimum-energy frame in the discrete signal space
title_sort de noising algorithms for the raised cosine pulse signal using the minimum energy frame in the discrete signal space
topic discrete signal space
minimum-energy(wavelet)frame
raised cosine pulse signal
url http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)03-0044-08/
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AT weiyang denoisingalgorithmsfortheraisedcosinepulsesignalusingtheminimumenergyframeinthediscretesignalspace
AT tingtingfan denoisingalgorithmsfortheraisedcosinepulsesignalusingtheminimumenergyframeinthediscretesignalspace