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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Main Authors: Yuebo Ma, Rujin Zhao, Enhai Liu, Zhuang Zhang, Kun Yan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
UAV
Online Access:https://ieeexplore.ieee.org/document/8847610/
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spelling 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/
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