Cargando…
Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking
This paper investigates the problem of using an unmanned aerial vehicle (UAV) to track and hover above an uncooperative target, such as an unvisited area or an object that is newly discovered. A vision-based strategy integrating the metrology and the control is employed to achieve target tracking an...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349838/ https://www.ncbi.nlm.nih.gov/pubmed/32575594 http://dx.doi.org/10.3390/s20123474 |
_version_ | 1783557147396669440 |
---|---|
author | Zhang, Shijie Zhao, Xiangtian Zhou, Botian |
author_facet | Zhang, Shijie Zhao, Xiangtian Zhou, Botian |
author_sort | Zhang, Shijie |
collection | PubMed |
description | This paper investigates the problem of using an unmanned aerial vehicle (UAV) to track and hover above an uncooperative target, such as an unvisited area or an object that is newly discovered. A vision-based strategy integrating the metrology and the control is employed to achieve target tracking and hovering observation. First, by introducing a virtual camera frame, the reprojected image features can change independently of the rotational motion of the vehicle. The image centroid and an optimal observation area on the virtual image plane are exploited to regulate the relative horizontal and vertical distance. Then, the optic flow and gyro measurements are utilized to estimate the relative UAV-to-target velocity. Further, a gain-switching proportional-derivative (PD) control scheme is proposed to compensate for the external interference and model uncertainties. The closed-loop system is proven to be exponentially stable, based on the Lyapunov method. Finally, simulation results are presented to demonstrate the effectiveness of the proposed vision-based strategy in both hovering and tracking scenarios. |
format | Online Article Text |
id | pubmed-7349838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73498382020-07-15 Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking Zhang, Shijie Zhao, Xiangtian Zhou, Botian Sensors (Basel) Article This paper investigates the problem of using an unmanned aerial vehicle (UAV) to track and hover above an uncooperative target, such as an unvisited area or an object that is newly discovered. A vision-based strategy integrating the metrology and the control is employed to achieve target tracking and hovering observation. First, by introducing a virtual camera frame, the reprojected image features can change independently of the rotational motion of the vehicle. The image centroid and an optimal observation area on the virtual image plane are exploited to regulate the relative horizontal and vertical distance. Then, the optic flow and gyro measurements are utilized to estimate the relative UAV-to-target velocity. Further, a gain-switching proportional-derivative (PD) control scheme is proposed to compensate for the external interference and model uncertainties. The closed-loop system is proven to be exponentially stable, based on the Lyapunov method. Finally, simulation results are presented to demonstrate the effectiveness of the proposed vision-based strategy in both hovering and tracking scenarios. MDPI 2020-06-19 /pmc/articles/PMC7349838/ /pubmed/32575594 http://dx.doi.org/10.3390/s20123474 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 Zhang, Shijie Zhao, Xiangtian Zhou, Botian Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title | Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title_full | Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title_fullStr | Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title_full_unstemmed | Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title_short | Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking |
title_sort | robust vision-based control of a rotorcraft uav for uncooperative target tracking |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349838/ https://www.ncbi.nlm.nih.gov/pubmed/32575594 http://dx.doi.org/10.3390/s20123474 |
work_keys_str_mv | AT zhangshijie robustvisionbasedcontrolofarotorcraftuavforuncooperativetargettracking AT zhaoxiangtian robustvisionbasedcontrolofarotorcraftuavforuncooperativetargettracking AT zhoubotian robustvisionbasedcontrolofarotorcraftuavforuncooperativetargettracking |