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Motion Compensation for Radar Terrain Imaging Based on INS/GPS System

In order to obtain good quality radar terrain images using an aerial-based synthetic aperture radar, a motion compensation procedure must be applied. This procedure can use a precise navigation system in order to determine the aircraft’s position and velocity. A major challenge is to design a motion...

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Autores principales: Labowski, Michal, Kaniewski, Piotr, Serafin, Piotr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767291/
https://www.ncbi.nlm.nih.gov/pubmed/31509988
http://dx.doi.org/10.3390/s19183895
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author Labowski, Michal
Kaniewski, Piotr
Serafin, Piotr
author_facet Labowski, Michal
Kaniewski, Piotr
Serafin, Piotr
author_sort Labowski, Michal
collection PubMed
description In order to obtain good quality radar terrain images using an aerial-based synthetic aperture radar, a motion compensation procedure must be applied. This procedure can use a precise navigation system in order to determine the aircraft’s position and velocity. A major challenge is to design a motion compensation procedure that can operate in real time, which is crucial to ensure convenient data for a human analyst. The article discusses a possibility of Inertial Measurement System (INS)/Global Positioning System (GPS) navigation system usage in such a radar imaging system. A Kalman filter algorithm designed for this system is described herein, and its modifications introduced by the authors allow the use of navigational data not aligned in time and captured with different frequencies. The presented navigation system was tested using measured data. Radar images obtained with the INS/GPS-based motion compensation system were compared to the INS-only results and images obtained without navigation corrections. The evaluation results presented in the paper show that the INS/GPS system allows for better reduction of geometric distortions in images compared to the INS-based approach, which makes it more suitable for typical applications.
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spelling pubmed-67672912019-10-02 Motion Compensation for Radar Terrain Imaging Based on INS/GPS System Labowski, Michal Kaniewski, Piotr Serafin, Piotr Sensors (Basel) Article In order to obtain good quality radar terrain images using an aerial-based synthetic aperture radar, a motion compensation procedure must be applied. This procedure can use a precise navigation system in order to determine the aircraft’s position and velocity. A major challenge is to design a motion compensation procedure that can operate in real time, which is crucial to ensure convenient data for a human analyst. The article discusses a possibility of Inertial Measurement System (INS)/Global Positioning System (GPS) navigation system usage in such a radar imaging system. A Kalman filter algorithm designed for this system is described herein, and its modifications introduced by the authors allow the use of navigational data not aligned in time and captured with different frequencies. The presented navigation system was tested using measured data. Radar images obtained with the INS/GPS-based motion compensation system were compared to the INS-only results and images obtained without navigation corrections. The evaluation results presented in the paper show that the INS/GPS system allows for better reduction of geometric distortions in images compared to the INS-based approach, which makes it more suitable for typical applications. MDPI 2019-09-10 /pmc/articles/PMC6767291/ /pubmed/31509988 http://dx.doi.org/10.3390/s19183895 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Labowski, Michal
Kaniewski, Piotr
Serafin, Piotr
Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title_full Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title_fullStr Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title_full_unstemmed Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title_short Motion Compensation for Radar Terrain Imaging Based on INS/GPS System
title_sort motion compensation for radar terrain imaging based on ins/gps system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767291/
https://www.ncbi.nlm.nih.gov/pubmed/31509988
http://dx.doi.org/10.3390/s19183895
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