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Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking
The detection and recognition of marine targets can be improved by utilizing the micro-motion induced by ocean waves. However, distinguishing and tracking overlapping targets is challenging when multiple extended targets overlap in the range dimension of the radar echo. In this paper, we propose a m...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142523/ https://www.ncbi.nlm.nih.gov/pubmed/37112177 http://dx.doi.org/10.3390/s23083837 |
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author | Mao, Tong Zhang, Yi Zhu, Kaiqiang Sun, Houjun |
author_facet | Mao, Tong Zhang, Yi Zhu, Kaiqiang Sun, Houjun |
author_sort | Mao, Tong |
collection | PubMed |
description | The detection and recognition of marine targets can be improved by utilizing the micro-motion induced by ocean waves. However, distinguishing and tracking overlapping targets is challenging when multiple extended targets overlap in the range dimension of the radar echo. In this paper, we propose a multi-pulse delay conjugate multiplication and layered tracking (MDCM-LT) algorithm for micro-motion trajectory tracking. The MDCM method is first applied to obtain the conjugate phase from the radar echo, which enables high-precision micro-motion extraction and overlapping state identification of extended targets. Then, the LT algorithm is proposed to track the sparse scattering points belonging to different extended targets. In our simulation, the root mean square errors of the distance and velocity trajectories were better than 0.277 [Formula: see text] and 0.016 [Formula: see text] , respectively. Our results demonstrate that the proposed method has the potential to improve the precision and reliability of marine target detection through radar. |
format | Online Article Text |
id | pubmed-10142523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101425232023-04-29 Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking Mao, Tong Zhang, Yi Zhu, Kaiqiang Sun, Houjun Sensors (Basel) Article The detection and recognition of marine targets can be improved by utilizing the micro-motion induced by ocean waves. However, distinguishing and tracking overlapping targets is challenging when multiple extended targets overlap in the range dimension of the radar echo. In this paper, we propose a multi-pulse delay conjugate multiplication and layered tracking (MDCM-LT) algorithm for micro-motion trajectory tracking. The MDCM method is first applied to obtain the conjugate phase from the radar echo, which enables high-precision micro-motion extraction and overlapping state identification of extended targets. Then, the LT algorithm is proposed to track the sparse scattering points belonging to different extended targets. In our simulation, the root mean square errors of the distance and velocity trajectories were better than 0.277 [Formula: see text] and 0.016 [Formula: see text] , respectively. Our results demonstrate that the proposed method has the potential to improve the precision and reliability of marine target detection through radar. MDPI 2023-04-09 /pmc/articles/PMC10142523/ /pubmed/37112177 http://dx.doi.org/10.3390/s23083837 Text en © 2023 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 Mao, Tong Zhang, Yi Zhu, Kaiqiang Sun, Houjun Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title | Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title_full | Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title_fullStr | Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title_full_unstemmed | Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title_short | Micro-Motion Extraction for Marine Targets by Multi-Pulse Delay Conjugate Multiplication and Layered Tracking |
title_sort | micro-motion extraction for marine targets by multi-pulse delay conjugate multiplication and layered tracking |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142523/ https://www.ncbi.nlm.nih.gov/pubmed/37112177 http://dx.doi.org/10.3390/s23083837 |
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