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Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels

Orthogonal Chirp Division Multiplexing (OCDM) is a modulation scheme which outperforms the conventional Orthogonal Frequency Division Multiplexing (OFDM) under frequency selective channels by using chirp subcarriers. However, low complexity equalization algorithms for OCDM based systems under doubly...

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Autores principales: Wang, Xin, Jiang, Zhe, Shen, Xiao-Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308834/
https://www.ncbi.nlm.nih.gov/pubmed/32492855
http://dx.doi.org/10.3390/s20113125
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author Wang, Xin
Jiang, Zhe
Shen, Xiao-Hong
author_facet Wang, Xin
Jiang, Zhe
Shen, Xiao-Hong
author_sort Wang, Xin
collection PubMed
description Orthogonal Chirp Division Multiplexing (OCDM) is a modulation scheme which outperforms the conventional Orthogonal Frequency Division Multiplexing (OFDM) under frequency selective channels by using chirp subcarriers. However, low complexity equalization algorithms for OCDM based systems under doubly selective channels have not been investigated yet. Moreover, in OCDM, the usage of different phase matrices in modulation will lead to extra storage overhead. In this paper, we investigate an OCDM based modulation scheme termed uniform phase-Orthogonal Chirp Division Multiplexing (UP-OCDM) for high-speed communication over doubly selective channels. With uniform phase matrices equipped, UP-OCDM can reduce the storage requirement of modulation. We also prove that like OCDM, the transform matrix of UP-OCDM is circulant. Based on the circulant transform matrix, we show that the channel matrices in UP-OCDM system over doubly selective channels have special structures that (1) the equivalent frequency-domain channel matrix can be approximated as a band matrix, and (2) the transform domain channel matrix in the framework of the basis expansion model (BEM) is a sum of the product of diagonal and circulant matrices. Based on these special channel structures, two low-complexity equalization algorithms are proposed for UP-OCDM in this paper. The equalization algorithms are based on block LDL [Formula: see text] factorization and iterative matrix inversion, respectively. Numerical simulations are finally proposed to show the performance of UP-OCDM and the validity of the proposed low complexity equalization algorithms. It is shown that when the channel is doubly selective, UP-OCDM and OCDM have similar BER performance, and both of them outperform OFDM. Moreover, the proposed low complexity equalizers for UP-OCDM both show better BER performance than their OFDM counterparts.
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spelling pubmed-73088342020-06-25 Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels Wang, Xin Jiang, Zhe Shen, Xiao-Hong Sensors (Basel) Article Orthogonal Chirp Division Multiplexing (OCDM) is a modulation scheme which outperforms the conventional Orthogonal Frequency Division Multiplexing (OFDM) under frequency selective channels by using chirp subcarriers. However, low complexity equalization algorithms for OCDM based systems under doubly selective channels have not been investigated yet. Moreover, in OCDM, the usage of different phase matrices in modulation will lead to extra storage overhead. In this paper, we investigate an OCDM based modulation scheme termed uniform phase-Orthogonal Chirp Division Multiplexing (UP-OCDM) for high-speed communication over doubly selective channels. With uniform phase matrices equipped, UP-OCDM can reduce the storage requirement of modulation. We also prove that like OCDM, the transform matrix of UP-OCDM is circulant. Based on the circulant transform matrix, we show that the channel matrices in UP-OCDM system over doubly selective channels have special structures that (1) the equivalent frequency-domain channel matrix can be approximated as a band matrix, and (2) the transform domain channel matrix in the framework of the basis expansion model (BEM) is a sum of the product of diagonal and circulant matrices. Based on these special channel structures, two low-complexity equalization algorithms are proposed for UP-OCDM in this paper. The equalization algorithms are based on block LDL [Formula: see text] factorization and iterative matrix inversion, respectively. Numerical simulations are finally proposed to show the performance of UP-OCDM and the validity of the proposed low complexity equalization algorithms. It is shown that when the channel is doubly selective, UP-OCDM and OCDM have similar BER performance, and both of them outperform OFDM. Moreover, the proposed low complexity equalizers for UP-OCDM both show better BER performance than their OFDM counterparts. MDPI 2020-06-01 /pmc/articles/PMC7308834/ /pubmed/32492855 http://dx.doi.org/10.3390/s20113125 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Xin
Jiang, Zhe
Shen, Xiao-Hong
Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title_full Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title_fullStr Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title_full_unstemmed Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title_short Low Complexity Equalization of Orthogonal Chirp Division Multiplexing in Doubly-Selective Channels
title_sort low complexity equalization of orthogonal chirp division multiplexing in doubly-selective channels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308834/
https://www.ncbi.nlm.nih.gov/pubmed/32492855
http://dx.doi.org/10.3390/s20113125
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