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The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise

Due to the discontinuity of ocean waves and mountains, there are often multipath propagation effects and obvious pulse characteristics in low-altitude detection. If the conventional direction of arrival (DOA) estimation method is directly used for direction finding, it will lead to a large error. In...

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Detalles Bibliográficos
Autores principales: Lin, Bin, Hu, Guoping, Zhou, Hao, Zheng, Guimei, Song, Yuwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269251/
https://www.ncbi.nlm.nih.gov/pubmed/35808348
http://dx.doi.org/10.3390/s22134853
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author Lin, Bin
Hu, Guoping
Zhou, Hao
Zheng, Guimei
Song, Yuwei
author_facet Lin, Bin
Hu, Guoping
Zhou, Hao
Zheng, Guimei
Song, Yuwei
author_sort Lin, Bin
collection PubMed
description Due to the discontinuity of ocean waves and mountains, there are often multipath propagation effects and obvious pulse characteristics in low-altitude detection. If the conventional direction of arrival (DOA) estimation method is directly used for direction finding, it will lead to a large error. In view of serious misalignment in the DOA estimation of multipath signals under the background of impulse noise, a DOA estimation method based on spatial difference and a modified projection subspace algorithm is proposed in this paper. Firstly, the covariance matrix of the received data vector is used for spatial difference to eliminate the multipath effects of low-altitude targets. Secondly, the modified projection matrix is constructed using the signal source estimated with the least squares criterion and then used for modifying the covariance matrix, thus eliminating the cross-covariance matrices that affect the estimation accuracy. Finally, the modified covariance matrix is used for the DOA estimation of targets. Simulations show that the proposed algorithm achieves a higher accuracy in the DOA estimation of low-altitude targets than conventional algorithms under two common impulse noise models, without requiring prior knowledge of impulse noise.
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spelling pubmed-92692512022-07-09 The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise Lin, Bin Hu, Guoping Zhou, Hao Zheng, Guimei Song, Yuwei Sensors (Basel) Article Due to the discontinuity of ocean waves and mountains, there are often multipath propagation effects and obvious pulse characteristics in low-altitude detection. If the conventional direction of arrival (DOA) estimation method is directly used for direction finding, it will lead to a large error. In view of serious misalignment in the DOA estimation of multipath signals under the background of impulse noise, a DOA estimation method based on spatial difference and a modified projection subspace algorithm is proposed in this paper. Firstly, the covariance matrix of the received data vector is used for spatial difference to eliminate the multipath effects of low-altitude targets. Secondly, the modified projection matrix is constructed using the signal source estimated with the least squares criterion and then used for modifying the covariance matrix, thus eliminating the cross-covariance matrices that affect the estimation accuracy. Finally, the modified covariance matrix is used for the DOA estimation of targets. Simulations show that the proposed algorithm achieves a higher accuracy in the DOA estimation of low-altitude targets than conventional algorithms under two common impulse noise models, without requiring prior knowledge of impulse noise. MDPI 2022-06-27 /pmc/articles/PMC9269251/ /pubmed/35808348 http://dx.doi.org/10.3390/s22134853 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lin, Bin
Hu, Guoping
Zhou, Hao
Zheng, Guimei
Song, Yuwei
The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title_full The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title_fullStr The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title_full_unstemmed The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title_short The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise
title_sort doa estimation method for low-altitude targets under the background of impulse noise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269251/
https://www.ncbi.nlm.nih.gov/pubmed/35808348
http://dx.doi.org/10.3390/s22134853
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