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Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection
When the desired signal and multiple mainlobe interferences coexist in the received data, the performance of the current mainlobe interference suppression algorithms is severely challenged. This paper proposes a multiple mainlobe interference suppression method based on eigen-subspace and eigen-obli...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9654238/ https://www.ncbi.nlm.nih.gov/pubmed/36366190 http://dx.doi.org/10.3390/s22218494 |
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author | Ji, Yunhao Lu, Yaobing Wei, Shan Li, Zigeng |
author_facet | Ji, Yunhao Lu, Yaobing Wei, Shan Li, Zigeng |
author_sort | Ji, Yunhao |
collection | PubMed |
description | When the desired signal and multiple mainlobe interferences coexist in the received data, the performance of the current mainlobe interference suppression algorithms is severely challenged. This paper proposes a multiple mainlobe interference suppression method based on eigen-subspace and eigen-oblique projection to solve this problem. First, use the spatial spectrum algorithm to calculate interference power and direction. Next, reconstruct the eigen-subspace to accurately calculate the interference eigenvector, then generate the eigen-oblique projection matrix to suppress mainlobe interference and output the desired signal without distortion. Finally, the adaptive weight vector is calculated to suppress sidelobe interference. Through the above steps, the proposed method solves the problem that the mainlobe interference eigenvector is difficult to select, caused by the desired signal and the mismatch of the mainlobe interference steering vector and its eigenvector. The simulation result proves that our method could suppress interference more successfully than the former methods. |
format | Online Article Text |
id | pubmed-9654238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96542382022-11-15 Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection Ji, Yunhao Lu, Yaobing Wei, Shan Li, Zigeng Sensors (Basel) Article When the desired signal and multiple mainlobe interferences coexist in the received data, the performance of the current mainlobe interference suppression algorithms is severely challenged. This paper proposes a multiple mainlobe interference suppression method based on eigen-subspace and eigen-oblique projection to solve this problem. First, use the spatial spectrum algorithm to calculate interference power and direction. Next, reconstruct the eigen-subspace to accurately calculate the interference eigenvector, then generate the eigen-oblique projection matrix to suppress mainlobe interference and output the desired signal without distortion. Finally, the adaptive weight vector is calculated to suppress sidelobe interference. Through the above steps, the proposed method solves the problem that the mainlobe interference eigenvector is difficult to select, caused by the desired signal and the mismatch of the mainlobe interference steering vector and its eigenvector. The simulation result proves that our method could suppress interference more successfully than the former methods. MDPI 2022-11-04 /pmc/articles/PMC9654238/ /pubmed/36366190 http://dx.doi.org/10.3390/s22218494 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 Ji, Yunhao Lu, Yaobing Wei, Shan Li, Zigeng Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title | Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title_full | Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title_fullStr | Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title_full_unstemmed | Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title_short | Multiple Mainlobe Interferences Suppression Based on Eigen-Subspace and Eigen-Oblique Projection |
title_sort | multiple mainlobe interferences suppression based on eigen-subspace and eigen-oblique projection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9654238/ https://www.ncbi.nlm.nih.gov/pubmed/36366190 http://dx.doi.org/10.3390/s22218494 |
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