Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint

In this paper, a constrained image-based visual servoing control method for the shipboard landing problem of unmanned helicopters is proposed. First, the pitch and roll motion of ship are predicted by an auto-regressive (AR) model to determine an appropriate period for landing. Subsequently, a...

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Main Authors: Huang, Yanting, Zhu, Ming, Zheng, Zewei, Low, Kin Huat
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/148464
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1484642021-12-11T20:10:30Z Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint Huang, Yanting Zhu, Ming Zheng, Zewei Low, Kin Huat School of Mechanical and Aerospace Engineering Air Traffic Management Research Institute Engineering::Mechanical engineering::Mechatronics Engineering::Mechanical engineering::Control engineering Output-Feedback Control Shipboard Landing In this paper, a constrained image-based visual servoing control method for the shipboard landing problem of unmanned helicopters is proposed. First, the pitch and roll motion of ship are predicted by an auto-regressive (AR) model to determine an appropriate period for landing. Subsequently, a novel robust sliding mode controller without linear velocity measurements is developed on the basis of the perspective image feature in a virtual image plane. Meanwhile, a modified Chebyshev Neural Network (CNN) is proposed to estimate the uncertainties including the linear acceleration of ship and translational perturbation, while an adaptive law is employed to compensate the influence of rotational disturbances. The whole controller only requires the measurements feedback of a vision sensor and an inertial measurement unit (IMU). Ulteriorly, to prevent the visual target on the ship from going beyond the field of view of camera, the constrained controller is developed by a control barrier function and a quadratic programming, where the unknown relative velocity is estimated by a velocity observer. Finally, simulations are implemented to substantiate the capability of the presented shipboard landing control method. Accepted version This work was supported by the Beijing Natural Science Foundation (no. 4202038), China Postdoctoral Science Foundation (no. 2020TQ0028), the National Natural Science Foundation of China (no. 61827901), the National Key R&D Program of China (no. 2018YFC1506401), China Scholarship Council, and NTU ATMRI Project Agreement Research Grant (no. 2016-01). 2021-12-08T13:39:37Z 2021-12-08T13:39:37Z 2021 Journal Article Huang, Y., Zhu, M., Zheng, Z. & Low, K. H. (2021). Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint. IEEE Transactions On Systems, Man, and Cybernetics: Systems. https://dx.doi.org/10.1109/TSMC.2021.3062712 2168-2216 https://hdl.handle.net/10356/148464 10.1109/TSMC.2021.3062712 en IEEE Transactions on Systems, Man, and Cybernetics: Systems © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TSMC.2021.3062712. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering::Mechatronics
Engineering::Mechanical engineering::Control engineering
Output-Feedback Control
Shipboard Landing
spellingShingle Engineering::Mechanical engineering::Mechatronics
Engineering::Mechanical engineering::Control engineering
Output-Feedback Control
Shipboard Landing
Huang, Yanting
Zhu, Ming
Zheng, Zewei
Low, Kin Huat
Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
description In this paper, a constrained image-based visual servoing control method for the shipboard landing problem of unmanned helicopters is proposed. First, the pitch and roll motion of ship are predicted by an auto-regressive (AR) model to determine an appropriate period for landing. Subsequently, a novel robust sliding mode controller without linear velocity measurements is developed on the basis of the perspective image feature in a virtual image plane. Meanwhile, a modified Chebyshev Neural Network (CNN) is proposed to estimate the uncertainties including the linear acceleration of ship and translational perturbation, while an adaptive law is employed to compensate the influence of rotational disturbances. The whole controller only requires the measurements feedback of a vision sensor and an inertial measurement unit (IMU). Ulteriorly, to prevent the visual target on the ship from going beyond the field of view of camera, the constrained controller is developed by a control barrier function and a quadratic programming, where the unknown relative velocity is estimated by a velocity observer. Finally, simulations are implemented to substantiate the capability of the presented shipboard landing control method.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Huang, Yanting
Zhu, Ming
Zheng, Zewei
Low, Kin Huat
format Article
author Huang, Yanting
Zhu, Ming
Zheng, Zewei
Low, Kin Huat
author_sort Huang, Yanting
title Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
title_short Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
title_full Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
title_fullStr Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
title_full_unstemmed Linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
title_sort linear velocity-free visual servoing control for unmanned helicopter landing on a ship with visibility constraint
publishDate 2021
url https://hdl.handle.net/10356/148464
_version_ 1718928682787012608