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Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise

Under the background of spatially correlated color noise, the incidence angle of a jamming signal in a high-speed moving platform rapidly changes, which leads to the degradation of the anti-interference performance and the waveform distortion of the adaptive beamformer. In this paper, a projection-c...

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Autores principales: Xiao, Shijing, Li, Bin, Wang, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414727/
https://www.ncbi.nlm.nih.gov/pubmed/36015942
http://dx.doi.org/10.3390/s22166182
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author Xiao, Shijing
Li, Bin
Wang, Qing
author_facet Xiao, Shijing
Li, Bin
Wang, Qing
author_sort Xiao, Shijing
collection PubMed
description Under the background of spatially correlated color noise, the incidence angle of a jamming signal in a high-speed moving platform rapidly changes, which leads to the degradation of the anti-interference performance and the waveform distortion of the adaptive beamformer. In this paper, a projection-constrained null broadening beamforming algorithm based on the Toeplitz matrix structure is proposed. The algorithm first extracts the subspace of the covariance matrix of the steering vector of the pre-determined extended angle interval and constructs the constraint matrix and the projection transformation matrix. The received signal covariance matrix with a Toeplitz structure is then constructed using the correlation number between each array element and the pre-set reference array element. Finally, the constructed covariance matrix is transformed through projection, and the weight of each array element is constrained by the constraint matrix. The theoretical optimal solution of adaptive wide null beamforming in spatially correlated color noise is obtained. The simulation results show that, compared with the existing robust adaptive beamforming algorithms, the proposed algorithm can efficiently improve the distortion of adaptive anti-jamming beams, and can achieve null broadening in the jamming direction under the condition of spatially correlated color noise, which improves the output signal to the interference-plus-noise ratio (SINR) of the adaptive beamformer.
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spelling pubmed-94147272022-08-27 Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise Xiao, Shijing Li, Bin Wang, Qing Sensors (Basel) Article Under the background of spatially correlated color noise, the incidence angle of a jamming signal in a high-speed moving platform rapidly changes, which leads to the degradation of the anti-interference performance and the waveform distortion of the adaptive beamformer. In this paper, a projection-constrained null broadening beamforming algorithm based on the Toeplitz matrix structure is proposed. The algorithm first extracts the subspace of the covariance matrix of the steering vector of the pre-determined extended angle interval and constructs the constraint matrix and the projection transformation matrix. The received signal covariance matrix with a Toeplitz structure is then constructed using the correlation number between each array element and the pre-set reference array element. Finally, the constructed covariance matrix is transformed through projection, and the weight of each array element is constrained by the constraint matrix. The theoretical optimal solution of adaptive wide null beamforming in spatially correlated color noise is obtained. The simulation results show that, compared with the existing robust adaptive beamforming algorithms, the proposed algorithm can efficiently improve the distortion of adaptive anti-jamming beams, and can achieve null broadening in the jamming direction under the condition of spatially correlated color noise, which improves the output signal to the interference-plus-noise ratio (SINR) of the adaptive beamformer. MDPI 2022-08-18 /pmc/articles/PMC9414727/ /pubmed/36015942 http://dx.doi.org/10.3390/s22166182 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
Xiao, Shijing
Li, Bin
Wang, Qing
Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title_full Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title_fullStr Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title_full_unstemmed Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title_short Adaptive Null Widening Beamforming Algorithm in Spatially Correlated Color Noise
title_sort adaptive null widening beamforming algorithm in spatially correlated color noise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414727/
https://www.ncbi.nlm.nih.gov/pubmed/36015942
http://dx.doi.org/10.3390/s22166182
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