A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision
The key to the docking phase of autonomous aerial refueling missions is the relative pose measurement between the drogue and unmanned aerial vehicles. A novel measurement method for drogue-UAV (unmanned aerial vehicle) relative poses based on monocular vision is proposed in this paper. An adaptive a...
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doaj-aaa73d502b3c45f38be78ecaf0feb3ea2021-03-29T23:09:16ZengIEEEIEEE Access2169-35362019-01-01713965313966710.1109/ACCESS.2019.29435148847610A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular VisionYuebo Ma0Rujin Zhao1https://orcid.org/0000-0003-2064-4332Enhai Liu2Zhuang Zhang3Kun Yan4Chinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, ChinaChinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, ChinaChinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, ChinaChinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, ChinaChinese Academy of Sciences, Institute of Optics and Electronics, Chengdu, ChinaThe key to the docking phase of autonomous aerial refueling missions is the relative pose measurement between the drogue and unmanned aerial vehicles. A novel measurement method for drogue-UAV (unmanned aerial vehicle) relative poses based on monocular vision is proposed in this paper. An adaptive arc-level structural feature extraction algorithm is applied to obtain the features that can be used for the measurements. In this algorithm, the projection of the end plane of the drogue in the image plane is accurately extracted based on an extraction quality metric. The projection contour and centroid of the internal black part of the drogue form the structural feature for the measurements. A robust pose estimation algorithm is presented to estimate the relative pose between the drogue and the UAV. The pose can be solved using a cone that is composed of the optical center of the camera and the structural feature. A Kalman filter is then applied to robustly estimate the pose of the drogue. A simulation and ground experiment are used to verify the robustness and effectiveness of the proposed method, which achieves good performance compared with other methods.https://ieeexplore.ieee.org/document/8847610/Autonomous aerial refuelingpose measurementmonocular visionstructural feature extractionUAV |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yuebo Ma Rujin Zhao Enhai Liu Zhuang Zhang Kun Yan |
spellingShingle |
Yuebo Ma Rujin Zhao Enhai Liu Zhuang Zhang Kun Yan A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision IEEE Access Autonomous aerial refueling pose measurement monocular vision structural feature extraction UAV |
author_facet |
Yuebo Ma Rujin Zhao Enhai Liu Zhuang Zhang Kun Yan |
author_sort |
Yuebo Ma |
title |
A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision |
title_short |
A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision |
title_full |
A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision |
title_fullStr |
A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision |
title_full_unstemmed |
A Novel Method for Measuring Drogue-UAV Relative Pose in Autonomous Aerial Refueling Based on Monocular Vision |
title_sort |
novel method for measuring drogue-uav relative pose in autonomous aerial refueling based on monocular vision |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
The key to the docking phase of autonomous aerial refueling missions is the relative pose measurement between the drogue and unmanned aerial vehicles. A novel measurement method for drogue-UAV (unmanned aerial vehicle) relative poses based on monocular vision is proposed in this paper. An adaptive arc-level structural feature extraction algorithm is applied to obtain the features that can be used for the measurements. In this algorithm, the projection of the end plane of the drogue in the image plane is accurately extracted based on an extraction quality metric. The projection contour and centroid of the internal black part of the drogue form the structural feature for the measurements. A robust pose estimation algorithm is presented to estimate the relative pose between the drogue and the UAV. The pose can be solved using a cone that is composed of the optical center of the camera and the structural feature. A Kalman filter is then applied to robustly estimate the pose of the drogue. A simulation and ground experiment are used to verify the robustness and effectiveness of the proposed method, which achieves good performance compared with other methods. |
topic |
Autonomous aerial refueling pose measurement monocular vision structural feature extraction UAV |
url |
https://ieeexplore.ieee.org/document/8847610/ |
work_keys_str_mv |
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