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An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions
Detecting and identifying drones is of great interest due to the proliferation of highly manoeuverable drones with on-board sensors of increasing sensing capabilities. In this paper, we investigate the use of radars for tackling this problem. In particular, we focus on the problem of detecting rotar...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590031/ https://www.ncbi.nlm.nih.gov/pubmed/33096637 http://dx.doi.org/10.3390/s20205940 |
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author | Klaer, Peter Huang, Andi Sévigny, Pascale Rajan, Sreeraman Pant, Shashank Patnaik, Prakash Balaji, Bhashyam |
author_facet | Klaer, Peter Huang, Andi Sévigny, Pascale Rajan, Sreeraman Pant, Shashank Patnaik, Prakash Balaji, Bhashyam |
author_sort | Klaer, Peter |
collection | PubMed |
description | Detecting and identifying drones is of great interest due to the proliferation of highly manoeuverable drones with on-board sensors of increasing sensing capabilities. In this paper, we investigate the use of radars for tackling this problem. In particular, we focus on the problem of detecting rotary drones and distinguishing between single-propeller and multi-propeller drones using a micro-Doppler analysis. Two different radars were used, an ultra wideband (UWB) continuous wave (CW) C-band radar and an automotive frequency modulated continuous wave (FMCW) W-band radar, to collect micro-Doppler signatures of the drones. By taking a closer look at HElicopter Rotor Modulation (HERM) lines, the spool and chopping lines are identified for the first time in the context of drones to determine the number of propeller blades. Furthermore, a new multi-frequency analysis method using HERM lines is developed, which allows the detection of propeller rotation rates (spool and chopping frequencies) of single and multi-propeller drones. Therefore, the presented method is a promising technique to aid in the classification of drones. |
format | Online Article Text |
id | pubmed-7590031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75900312020-10-29 An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions Klaer, Peter Huang, Andi Sévigny, Pascale Rajan, Sreeraman Pant, Shashank Patnaik, Prakash Balaji, Bhashyam Sensors (Basel) Article Detecting and identifying drones is of great interest due to the proliferation of highly manoeuverable drones with on-board sensors of increasing sensing capabilities. In this paper, we investigate the use of radars for tackling this problem. In particular, we focus on the problem of detecting rotary drones and distinguishing between single-propeller and multi-propeller drones using a micro-Doppler analysis. Two different radars were used, an ultra wideband (UWB) continuous wave (CW) C-band radar and an automotive frequency modulated continuous wave (FMCW) W-band radar, to collect micro-Doppler signatures of the drones. By taking a closer look at HElicopter Rotor Modulation (HERM) lines, the spool and chopping lines are identified for the first time in the context of drones to determine the number of propeller blades. Furthermore, a new multi-frequency analysis method using HERM lines is developed, which allows the detection of propeller rotation rates (spool and chopping frequencies) of single and multi-propeller drones. Therefore, the presented method is a promising technique to aid in the classification of drones. MDPI 2020-10-21 /pmc/articles/PMC7590031/ /pubmed/33096637 http://dx.doi.org/10.3390/s20205940 Text en © 2020 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 Klaer, Peter Huang, Andi Sévigny, Pascale Rajan, Sreeraman Pant, Shashank Patnaik, Prakash Balaji, Bhashyam An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title | An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title_full | An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title_fullStr | An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title_full_unstemmed | An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title_short | An Investigation of Rotary Drone HERM Line Spectrum under Manoeuvering Conditions |
title_sort | investigation of rotary drone herm line spectrum under manoeuvering conditions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590031/ https://www.ncbi.nlm.nih.gov/pubmed/33096637 http://dx.doi.org/10.3390/s20205940 |
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