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Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection
Strong ground clutter echoes make it difficult to detect low-altitude slow-speed small (LSS) targets. To suppress ground clutter effectively in LSS target detection, a robust transmit beamforming algorithm has been proposed in this paper. Sidelobes in the ground side can be cut down, with the excess...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200524/ https://www.ncbi.nlm.nih.gov/pubmed/35720887 http://dx.doi.org/10.1155/2022/6358133 |
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author | Jin, Songpo Li, Hongtao Wang, Pengyi Shen, Yi Zhuang, Shanna |
author_facet | Jin, Songpo Li, Hongtao Wang, Pengyi Shen, Yi Zhuang, Shanna |
author_sort | Jin, Songpo |
collection | PubMed |
description | Strong ground clutter echoes make it difficult to detect low-altitude slow-speed small (LSS) targets. To suppress ground clutter effectively in LSS target detection, a robust transmit beamforming algorithm has been proposed in this paper. Sidelobes in the ground side can be cut down, with the excess energy concentrated on the air side, which would be cleaner and simpler. The objective function is a second-order cone programming problem and can be solved by the convex optimization algorithm. With the consideration of taking full advantage of transmit power, the weight vector is further processed under the unimodular constraint. Numerical experiments are carried out to demonstrate the validity and superiority of the proposed method. |
format | Online Article Text |
id | pubmed-9200524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92005242022-06-16 Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection Jin, Songpo Li, Hongtao Wang, Pengyi Shen, Yi Zhuang, Shanna Comput Intell Neurosci Research Article Strong ground clutter echoes make it difficult to detect low-altitude slow-speed small (LSS) targets. To suppress ground clutter effectively in LSS target detection, a robust transmit beamforming algorithm has been proposed in this paper. Sidelobes in the ground side can be cut down, with the excess energy concentrated on the air side, which would be cleaner and simpler. The objective function is a second-order cone programming problem and can be solved by the convex optimization algorithm. With the consideration of taking full advantage of transmit power, the weight vector is further processed under the unimodular constraint. Numerical experiments are carried out to demonstrate the validity and superiority of the proposed method. Hindawi 2022-06-08 /pmc/articles/PMC9200524/ /pubmed/35720887 http://dx.doi.org/10.1155/2022/6358133 Text en Copyright © 2022 Songpo Jin et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Jin, Songpo Li, Hongtao Wang, Pengyi Shen, Yi Zhuang, Shanna Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title | Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title_full | Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title_fullStr | Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title_full_unstemmed | Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title_short | Robust Transmit Beamforming Algorithm for Low-Altitude Slow-Speed Small Target Detection |
title_sort | robust transmit beamforming algorithm for low-altitude slow-speed small target detection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200524/ https://www.ncbi.nlm.nih.gov/pubmed/35720887 http://dx.doi.org/10.1155/2022/6358133 |
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