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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...

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Autores principales: Klaer, Peter, Huang, Andi, Sévigny, Pascale, Rajan, Sreeraman, Pant, Shashank, Patnaik, Prakash, Balaji, Bhashyam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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