Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions

Infrared imaging is essential for detecting multiple unmanned aerial vehicle (UAV) targets detection to capture flight altitude and behavior. This study focused on a typical stealth UAV formation with a flying-wing configuration. Considering the attenuation effects of clouds and rain on the infrared...

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Main Authors: Wenqiang Gao, Teng Zhang, Enling Tang, Pengjun Zhang, Qinglin Niu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Physics
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Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1546228/full
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author Wenqiang Gao
Teng Zhang
Enling Tang
Enling Tang
Pengjun Zhang
Qinglin Niu
author_facet Wenqiang Gao
Teng Zhang
Enling Tang
Enling Tang
Pengjun Zhang
Qinglin Niu
author_sort Wenqiang Gao
collection DOAJ
description Infrared imaging is essential for detecting multiple unmanned aerial vehicle (UAV) targets detection to capture flight altitude and behavior. This study focused on a typical stealth UAV formation with a flying-wing configuration. Considering the attenuation effects of clouds and rain on the infrared spectrum, a ground-based infrared imaging algorithm was developed. Infrared radiation imaging was conducted using the apparent ray tracing method and mesh clipping technology. The infrared radiation intensity distribution of the UAV formation target within the 8.0–12.0 μm band was calculated, and infrared thermal images incorporating the occlusion effect were obtained. The results showed that the radiance of the multi-UAV formation was approximately 8.0 × 10−5 W/Sr, which was 103–104 orders of magnitude lower than that under standard atmospheric conditions under cloudy weather conditions. The infrared radiance was approximately 1.7 × 10−5 W/Sr, which was 104–105 lower than that under standard atmospheric conditions under rainy weather conditions.
format Article
id doaj-art-3702e87c5e704febac62a9f49d3edb9f
institution Kabale University
issn 2296-424X
language English
publishDate 2025-01-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Physics
spelling doaj-art-3702e87c5e704febac62a9f49d3edb9f2025-01-29T05:21:08ZengFrontiers Media S.A.Frontiers in Physics2296-424X2025-01-011310.3389/fphy.2025.15462281546228Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditionsWenqiang Gao0Teng Zhang1Enling Tang2Enling Tang3Pengjun Zhang4Qinglin Niu5College of Mechatronic Engineering, North University of China, Taiyuan, ChinaCollege of Mechatronic Engineering, North University of China, Taiyuan, ChinaCollege of Mechatronic Engineering, North University of China, Taiyuan, ChinaSchool of Equipment Engineering, Shenyang Ligong University, Shenyang, ChinaCollege of Mechatronic Engineering, North University of China, Taiyuan, ChinaCollege of Mechatronic Engineering, North University of China, Taiyuan, ChinaInfrared imaging is essential for detecting multiple unmanned aerial vehicle (UAV) targets detection to capture flight altitude and behavior. This study focused on a typical stealth UAV formation with a flying-wing configuration. Considering the attenuation effects of clouds and rain on the infrared spectrum, a ground-based infrared imaging algorithm was developed. Infrared radiation imaging was conducted using the apparent ray tracing method and mesh clipping technology. The infrared radiation intensity distribution of the UAV formation target within the 8.0–12.0 μm band was calculated, and infrared thermal images incorporating the occlusion effect were obtained. The results showed that the radiance of the multi-UAV formation was approximately 8.0 × 10−5 W/Sr, which was 103–104 orders of magnitude lower than that under standard atmospheric conditions under cloudy weather conditions. The infrared radiance was approximately 1.7 × 10−5 W/Sr, which was 104–105 lower than that under standard atmospheric conditions under rainy weather conditions.https://www.frontiersin.org/articles/10.3389/fphy.2025.1546228/fullground-based infrared thermographyUAV formationcloud and rain weatheratmospheric transmittancemesh clipping
spellingShingle Wenqiang Gao
Teng Zhang
Enling Tang
Enling Tang
Pengjun Zhang
Qinglin Niu
Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
Frontiers in Physics
ground-based infrared thermography
UAV formation
cloud and rain weather
atmospheric transmittance
mesh clipping
title Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
title_full Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
title_fullStr Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
title_full_unstemmed Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
title_short Numerical investigation of infrared imaging of multi-UAV formation under cloud and rain weather conditions
title_sort numerical investigation of infrared imaging of multi uav formation under cloud and rain weather conditions
topic ground-based infrared thermography
UAV formation
cloud and rain weather
atmospheric transmittance
mesh clipping
url https://www.frontiersin.org/articles/10.3389/fphy.2025.1546228/full
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AT enlingtang numericalinvestigationofinfraredimagingofmultiuavformationundercloudandrainweatherconditions
AT pengjunzhang numericalinvestigationofinfraredimagingofmultiuavformationundercloudandrainweatherconditions
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