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A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints

In this paper, we present a novel two dimensional (2D) frequency-modulated continuous-wave (FMCW) localization method for handheld systems based on the extraction of distinguishable subchannel fingerprints. Compared with other concepts, only one subdivided radar source channel is needed in order to...

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Detalles Bibliográficos
Autores principales: Karsch, Nicholas, Schulte, Hendrik, Musch, Thomas, Baer, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9697732/
https://www.ncbi.nlm.nih.gov/pubmed/36433287
http://dx.doi.org/10.3390/s22228688
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author Karsch, Nicholas
Schulte, Hendrik
Musch, Thomas
Baer, Christoph
author_facet Karsch, Nicholas
Schulte, Hendrik
Musch, Thomas
Baer, Christoph
author_sort Karsch, Nicholas
collection PubMed
description In this paper, we present a novel two dimensional (2D) frequency-modulated continuous-wave (FMCW) localization method for handheld systems based on the extraction of distinguishable subchannel fingerprints. Compared with other concepts, only one subdivided radar source channel is needed in order to instantly map a one-dimensional measurement to higher-dimensional space coordinates. The additional information of the detected target is implemented with low-cost hardware component features, which exhibit distinguishable space-dependent fingerprint codes. Using the given a priori information of the hardware thus leads to a universally applicable extension for low-cost synthetic aperture radar (SAR)-demining purposes. In addition to the description of the system concept and its requirements, the signal processing steps and the hardware components are presented. Furthermore, the 2D localization accuracy of the system and the classification accuracy of the frequency-coded fingerprints are described in a defined test environment to proof the operational reliability of the realized setup, reaching a classification accuracy of 94.7% and an averaged localization error of 4.9 mm.
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spelling pubmed-96977322022-11-26 A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints Karsch, Nicholas Schulte, Hendrik Musch, Thomas Baer, Christoph Sensors (Basel) Article In this paper, we present a novel two dimensional (2D) frequency-modulated continuous-wave (FMCW) localization method for handheld systems based on the extraction of distinguishable subchannel fingerprints. Compared with other concepts, only one subdivided radar source channel is needed in order to instantly map a one-dimensional measurement to higher-dimensional space coordinates. The additional information of the detected target is implemented with low-cost hardware component features, which exhibit distinguishable space-dependent fingerprint codes. Using the given a priori information of the hardware thus leads to a universally applicable extension for low-cost synthetic aperture radar (SAR)-demining purposes. In addition to the description of the system concept and its requirements, the signal processing steps and the hardware components are presented. Furthermore, the 2D localization accuracy of the system and the classification accuracy of the frequency-coded fingerprints are described in a defined test environment to proof the operational reliability of the realized setup, reaching a classification accuracy of 94.7% and an averaged localization error of 4.9 mm. MDPI 2022-11-10 /pmc/articles/PMC9697732/ /pubmed/36433287 http://dx.doi.org/10.3390/s22228688 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
Karsch, Nicholas
Schulte, Hendrik
Musch, Thomas
Baer, Christoph
A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title_full A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title_fullStr A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title_full_unstemmed A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title_short A Novel Localization System in SAR-Demining Applications Using Invariant Radar Channel Fingerprints
title_sort novel localization system in sar-demining applications using invariant radar channel fingerprints
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9697732/
https://www.ncbi.nlm.nih.gov/pubmed/36433287
http://dx.doi.org/10.3390/s22228688
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