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Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs

High-precision, real-time, and long-range target geo-location is crucial to UAV reconnaissance and target strikes. Traditional geo-location methods are highly dependent on the accuracies of GPS/INS and the target elevation, which restricts the target geo-location accuracy for LRORS. Moreover, due to...

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Autores principales: Zhang, Xuefei, Yuan, Guoqin, Zhang, Hongwen, Qiao, Chuan, Liu, Zhiming, Ding, Yalin, Liu, Chongyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914804/
https://www.ncbi.nlm.nih.gov/pubmed/35271049
http://dx.doi.org/10.3390/s22051903
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author Zhang, Xuefei
Yuan, Guoqin
Zhang, Hongwen
Qiao, Chuan
Liu, Zhiming
Ding, Yalin
Liu, Chongyang
author_facet Zhang, Xuefei
Yuan, Guoqin
Zhang, Hongwen
Qiao, Chuan
Liu, Zhiming
Ding, Yalin
Liu, Chongyang
author_sort Zhang, Xuefei
collection PubMed
description High-precision, real-time, and long-range target geo-location is crucial to UAV reconnaissance and target strikes. Traditional geo-location methods are highly dependent on the accuracies of GPS/INS and the target elevation, which restricts the target geo-location accuracy for LRORS. Moreover, due to the limitations of laser range and the common, real time methods of improving the accuracy, such as laser range finders, DEM and geographic reference data are inappropriate for long-range UAVs. To address the above problems, a set of work patterns and a novel geo-location method are proposed in this paper. The proposed method is not restricted by conditions such as the accuracy of GPS/INS, target elevation, and range finding instrumentation. Specifically, three steps are given, to perform as follows: First, calculate the rough geo-location of the target using the traditional method. Then, according to the rough geo-location, reimage the target. Due to errors in GPS/INS and target elevation, there will be a re-projection error between the actual points of the target and the calculated projection ones. Third, a weighted filtering algorithm is proposed to obtain the optimized target geo-location by processing the reprojection error. Repeat the above process until the target geo-location estimation converges on the true value. The geo-location accuracy is improved by the work pattern and the optimization algorithm. The proposed method was verified by simulation and a flight experiment. The results showed that the proposed method can improve the geo-location accuracy by 38.8 times and 22.5 times compared with traditional methods and DEM methods, respectively. The results indicate that our method is efficient and robust, and can achieve high-precision target geo-location, with an easy implementation.
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spelling pubmed-89148042022-03-12 Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs Zhang, Xuefei Yuan, Guoqin Zhang, Hongwen Qiao, Chuan Liu, Zhiming Ding, Yalin Liu, Chongyang Sensors (Basel) Article High-precision, real-time, and long-range target geo-location is crucial to UAV reconnaissance and target strikes. Traditional geo-location methods are highly dependent on the accuracies of GPS/INS and the target elevation, which restricts the target geo-location accuracy for LRORS. Moreover, due to the limitations of laser range and the common, real time methods of improving the accuracy, such as laser range finders, DEM and geographic reference data are inappropriate for long-range UAVs. To address the above problems, a set of work patterns and a novel geo-location method are proposed in this paper. The proposed method is not restricted by conditions such as the accuracy of GPS/INS, target elevation, and range finding instrumentation. Specifically, three steps are given, to perform as follows: First, calculate the rough geo-location of the target using the traditional method. Then, according to the rough geo-location, reimage the target. Due to errors in GPS/INS and target elevation, there will be a re-projection error between the actual points of the target and the calculated projection ones. Third, a weighted filtering algorithm is proposed to obtain the optimized target geo-location by processing the reprojection error. Repeat the above process until the target geo-location estimation converges on the true value. The geo-location accuracy is improved by the work pattern and the optimization algorithm. The proposed method was verified by simulation and a flight experiment. The results showed that the proposed method can improve the geo-location accuracy by 38.8 times and 22.5 times compared with traditional methods and DEM methods, respectively. The results indicate that our method is efficient and robust, and can achieve high-precision target geo-location, with an easy implementation. MDPI 2022-02-28 /pmc/articles/PMC8914804/ /pubmed/35271049 http://dx.doi.org/10.3390/s22051903 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
Zhang, Xuefei
Yuan, Guoqin
Zhang, Hongwen
Qiao, Chuan
Liu, Zhiming
Ding, Yalin
Liu, Chongyang
Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title_full Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title_fullStr Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title_full_unstemmed Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title_short Precise Target Geo-Location of Long-Range Oblique Reconnaissance System for UAVs
title_sort precise target geo-location of long-range oblique reconnaissance system for uavs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914804/
https://www.ncbi.nlm.nih.gov/pubmed/35271049
http://dx.doi.org/10.3390/s22051903
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