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Channel Estimation in DCT-Based OFDM

This paper derives the channel estimation of a discrete cosine transform- (DCT-) based orthogonal frequency-division multiplexing (OFDM) system over a frequency-selective multipath fading channel. Channel estimation has been proved to improve system throughput and performance by allowing for coheren...

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Detalles Bibliográficos
Autores principales: Wang, Yulin, Zhang, Gengxin, Xie, Zhidong, Hu, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3976815/
https://www.ncbi.nlm.nih.gov/pubmed/24757439
http://dx.doi.org/10.1155/2014/813429
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author Wang, Yulin
Zhang, Gengxin
Xie, Zhidong
Hu, Jing
author_facet Wang, Yulin
Zhang, Gengxin
Xie, Zhidong
Hu, Jing
author_sort Wang, Yulin
collection PubMed
description This paper derives the channel estimation of a discrete cosine transform- (DCT-) based orthogonal frequency-division multiplexing (OFDM) system over a frequency-selective multipath fading channel. Channel estimation has been proved to improve system throughput and performance by allowing for coherent demodulation. Pilot-aided methods are traditionally used to learn the channel response. Least square (LS) and mean square error estimators (MMSE) are investigated. We also study a compressed sensing (CS) based channel estimation, which takes the sparse property of wireless channel into account. Simulation results have shown that the CS based channel estimation is expected to have better performance than LS. However MMSE can achieve optimal performance because of prior knowledge of the channel statistic.
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spelling pubmed-39768152014-04-22 Channel Estimation in DCT-Based OFDM Wang, Yulin Zhang, Gengxin Xie, Zhidong Hu, Jing ScientificWorldJournal Research Article This paper derives the channel estimation of a discrete cosine transform- (DCT-) based orthogonal frequency-division multiplexing (OFDM) system over a frequency-selective multipath fading channel. Channel estimation has been proved to improve system throughput and performance by allowing for coherent demodulation. Pilot-aided methods are traditionally used to learn the channel response. Least square (LS) and mean square error estimators (MMSE) are investigated. We also study a compressed sensing (CS) based channel estimation, which takes the sparse property of wireless channel into account. Simulation results have shown that the CS based channel estimation is expected to have better performance than LS. However MMSE can achieve optimal performance because of prior knowledge of the channel statistic. Hindawi Publishing Corporation 2014-03-13 /pmc/articles/PMC3976815/ /pubmed/24757439 http://dx.doi.org/10.1155/2014/813429 Text en Copyright © 2014 Yulin Wang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Yulin
Zhang, Gengxin
Xie, Zhidong
Hu, Jing
Channel Estimation in DCT-Based OFDM
title Channel Estimation in DCT-Based OFDM
title_full Channel Estimation in DCT-Based OFDM
title_fullStr Channel Estimation in DCT-Based OFDM
title_full_unstemmed Channel Estimation in DCT-Based OFDM
title_short Channel Estimation in DCT-Based OFDM
title_sort channel estimation in dct-based ofdm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3976815/
https://www.ncbi.nlm.nih.gov/pubmed/24757439
http://dx.doi.org/10.1155/2014/813429
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