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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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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. |
format | Online Article Text |
id | pubmed-3976815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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