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Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array
In conformal array radar, due to the directivity of antennas, the responses of the echo signals between different antennas are distinct, and some antennas cannot even receive the target echo signal. These phenomena significantly affect the accuracy of direction-of-arrival (DOA) estimation. To implem...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795244/ https://www.ncbi.nlm.nih.gov/pubmed/33401640 http://dx.doi.org/10.3390/s21010276 |
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author | Xie, Yao Huang, Mo Zhang, Yuanyuan Duan, Tao Wang, Changyuan |
author_facet | Xie, Yao Huang, Mo Zhang, Yuanyuan Duan, Tao Wang, Changyuan |
author_sort | Xie, Yao |
collection | PubMed |
description | In conformal array radar, due to the directivity of antennas, the responses of the echo signals between different antennas are distinct, and some antennas cannot even receive the target echo signal. These phenomena significantly affect the accuracy of direction-of-arrival (DOA) estimation. To implement accurate DOA estimation in a conformal uniform circular array (UCA) composed of directional antennas, the two-stage fast DOA estimation algorithm is proposed. In the pre-processing stage, multi-target decoupling and target detection are mainly used to obtain the targets’ range bin indexes set; in the rough-precise DOA estimation stage, the amplitude and phase information of each antenna are used for rough DOA estimation and precise DOA estimation, respectively. Based on simulation and actual anechoic chamber radar experiments, and through quantitative analyses of the accuracy, validity and elapsed time of the two-stage fast DOA estimation algorithm compared with the directional antenna MUSIC (DA-MUSIC), sub-array MUSIC (S-MUSIC) and Capon-like algorithms, results indicate that the two-stage fast DOA estimation algorithm can rapidly and accurately estimate DOAs in a multi-target scenario without the range-angle pair-matching procedure. Lower computational complexity and superior estimation accuracy provide the two-stage fast DOA estimation algorithm a broader application prospect in the practical engineering field. |
format | Online Article Text |
id | pubmed-7795244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77952442021-01-10 Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array Xie, Yao Huang, Mo Zhang, Yuanyuan Duan, Tao Wang, Changyuan Sensors (Basel) Article In conformal array radar, due to the directivity of antennas, the responses of the echo signals between different antennas are distinct, and some antennas cannot even receive the target echo signal. These phenomena significantly affect the accuracy of direction-of-arrival (DOA) estimation. To implement accurate DOA estimation in a conformal uniform circular array (UCA) composed of directional antennas, the two-stage fast DOA estimation algorithm is proposed. In the pre-processing stage, multi-target decoupling and target detection are mainly used to obtain the targets’ range bin indexes set; in the rough-precise DOA estimation stage, the amplitude and phase information of each antenna are used for rough DOA estimation and precise DOA estimation, respectively. Based on simulation and actual anechoic chamber radar experiments, and through quantitative analyses of the accuracy, validity and elapsed time of the two-stage fast DOA estimation algorithm compared with the directional antenna MUSIC (DA-MUSIC), sub-array MUSIC (S-MUSIC) and Capon-like algorithms, results indicate that the two-stage fast DOA estimation algorithm can rapidly and accurately estimate DOAs in a multi-target scenario without the range-angle pair-matching procedure. Lower computational complexity and superior estimation accuracy provide the two-stage fast DOA estimation algorithm a broader application prospect in the practical engineering field. MDPI 2021-01-03 /pmc/articles/PMC7795244/ /pubmed/33401640 http://dx.doi.org/10.3390/s21010276 Text en © 2021 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 Xie, Yao Huang, Mo Zhang, Yuanyuan Duan, Tao Wang, Changyuan Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title | Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title_full | Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title_fullStr | Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title_full_unstemmed | Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title_short | Two-Stage Fast DOA Estimation Based on Directional Antennas in Conformal Uniform Circular Array |
title_sort | two-stage fast doa estimation based on directional antennas in conformal uniform circular array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795244/ https://www.ncbi.nlm.nih.gov/pubmed/33401640 http://dx.doi.org/10.3390/s21010276 |
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