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Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array
Due to its widespread application in communications, radar, etc., the orthogonal frequency division multiplexing (OFDM) signal has become increasingly urgent in the field of localization. Under uniform circular array (UCA) and near-field conditions, this paper presents a closed-form algorithm based...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795880/ https://www.ncbi.nlm.nih.gov/pubmed/29342905 http://dx.doi.org/10.3390/s18010226 |
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author | Su, Xiaolong Liu, Zhen Chen, Xin Wei, Xizhang |
author_facet | Su, Xiaolong Liu, Zhen Chen, Xin Wei, Xizhang |
author_sort | Su, Xiaolong |
collection | PubMed |
description | Due to its widespread application in communications, radar, etc., the orthogonal frequency division multiplexing (OFDM) signal has become increasingly urgent in the field of localization. Under uniform circular array (UCA) and near-field conditions, this paper presents a closed-form algorithm based on phase difference for estimating the three-dimensional (3-D) location (azimuth angle, elevation angle, and range) of the OFDM signal. In the algorithm, considering that it is difficult to distinguish the frequency of the OFDM signal’s subcarriers and the phase-based method is always affected by errors of the frequency estimation, this paper employs sparse representation (SR) to obtain the super-resolution frequencies and the corresponding phases of subcarriers. Further, as the phase differences of the adjacent sensors including azimuth angle, elevation angle and range parameters can be expressed as indefinite equations, the near-field OFDM signal’s 3-D location is obtained by employing the least square method, where the phase differences are based on the average of the estimated subcarriers. Finally, the performance of the proposed algorithm is demonstrated by several simulations. |
format | Online Article Text |
id | pubmed-5795880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-57958802018-02-13 Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array Su, Xiaolong Liu, Zhen Chen, Xin Wei, Xizhang Sensors (Basel) Article Due to its widespread application in communications, radar, etc., the orthogonal frequency division multiplexing (OFDM) signal has become increasingly urgent in the field of localization. Under uniform circular array (UCA) and near-field conditions, this paper presents a closed-form algorithm based on phase difference for estimating the three-dimensional (3-D) location (azimuth angle, elevation angle, and range) of the OFDM signal. In the algorithm, considering that it is difficult to distinguish the frequency of the OFDM signal’s subcarriers and the phase-based method is always affected by errors of the frequency estimation, this paper employs sparse representation (SR) to obtain the super-resolution frequencies and the corresponding phases of subcarriers. Further, as the phase differences of the adjacent sensors including azimuth angle, elevation angle and range parameters can be expressed as indefinite equations, the near-field OFDM signal’s 3-D location is obtained by employing the least square method, where the phase differences are based on the average of the estimated subcarriers. Finally, the performance of the proposed algorithm is demonstrated by several simulations. MDPI 2018-01-14 /pmc/articles/PMC5795880/ /pubmed/29342905 http://dx.doi.org/10.3390/s18010226 Text en © 2018 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 Su, Xiaolong Liu, Zhen Chen, Xin Wei, Xizhang Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title | Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title_full | Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title_fullStr | Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title_full_unstemmed | Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title_short | Closed-Form Algorithm for 3-D Near-Field OFDM Signal Localization under Uniform Circular Array |
title_sort | closed-form algorithm for 3-d near-field ofdm signal localization under uniform circular array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795880/ https://www.ncbi.nlm.nih.gov/pubmed/29342905 http://dx.doi.org/10.3390/s18010226 |
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