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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...

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Detalles Bibliográficos
Autores principales: Jin, Songpo, Li, Hongtao, Wang, Pengyi, Shen, Yi, Zhuang, Shanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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