Vision-Based Tracking and Estimation of Ground Moving Target Using Unmanned Aerial Vehicle

被引:0
|
作者
Zhang, Mingfeng [1 ]
Liu, Hugh H. T. [1 ]
机构
[1] Univ Toronto, Inst Aerosp Studies, Toronto, ON, Canada
关键词
COORDINATED STANDOFF TRACKING;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of autonomous tracking a ground moving target using one single unmanned aerial vehicle is studied. An integrated tracking algorithm is proposed and it consists of a vision-based estimator and a Lyapunov vector field-based guidance law. The tracking trajectory converges to a circular orbit loitering around the target of arbitrary motion. Further, the proposed estimator ensures continuous tracking mission in presence of the loss-of-tracking events. The performance of the proposed tracking algorithm is demonstrated through computer simulations.
引用
收藏
页码:6968 / 6973
页数:6
相关论文
共 50 条
  • [1] Vision-based Estimation of Ground Moving Target by Multiple Unmanned Aerial Vehicles
    Zhang, Mingfeng
    Liu, Hugh H. T.
    2012 AMERICAN CONTROL CONFERENCE (ACC), 2012, : 1737 - 1742
  • [2] Vision-based Guidance for an Unmanned Aerial Vehicle Following a Moving Target
    Qin Tian
    Chen Wanchun
    Xing Xiaolan
    MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 : 7556 - +
  • [3] Guidance law design for vision-based unmanned aerial vehicle ground target tracking in wind
    Li X.-Q.
    Sun X.-X.
    Peng J.-L.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2011, 33 (11): : 2463 - 2467
  • [4] Vision Based Target Tracking Using An Unmanned Aerial Vehicle
    Harik, El Houssein Chouaib
    Guerin, Francois
    Guinand, Frederic
    Brethe, Jean-Francois
    Pelvillain, Herve
    Zentout, Adel
    2015 IEEE INTERNATIONAL WORKSHOP ON ADVANCED ROBOTICS AND ITS SOCIAL IMPACTS (ARSO), 2015,
  • [5] A Vision-Based Target Detection, Tracking, and Positioning Algorithm for Unmanned Aerial Vehicle
    Liu, Xin
    Zhang, Zhanyue
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [6] Autonomous Vision-based Target Detection Using Unmanned Aerial Vehicle
    Deeds, Jeff
    Engstrom, Zach
    Gill, Caleb
    Wood, Zack
    Wang, Jing
    Ahn, In Soo
    Lu, Yufeng
    2018 IEEE 61ST INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2018, : 1078 - 1081
  • [7] Fuzzy logic controller for predictive vision-based target tracking with an unmanned aerial vehicle
    Harik, El Houssein Chouaib
    Guerin, Francois
    Guinand, Frederic
    Brethe, Jean-Francois
    Pelvillain, Herve
    Parede, Jean-Yves
    ADVANCED ROBOTICS, 2017, 31 (07) : 368 - 381
  • [8] Moving target tracking method for unmanned aerial vehicle/unmanned ground vehicle heterogeneous system based on AprilTags
    Liang, Xiao
    Chen, Guodong
    Zhao, Shirou
    Xiu, Yiwei
    MEASUREMENT & CONTROL, 2020, 53 (3-4): : 427 - 440
  • [9] Vision-Based Marker-Less Landing of an Unmanned Aerial System on Moving Ground Vehicle
    Krpec, Blake
    Valasek, John
    Nogar, Stephen
    JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2024, 21 (09): : 735 - 750
  • [10] Fast vision-based autonomous detection of moving cooperative target for unmanned aerial vehicle landing
    Li, Zhaoxi
    Meng, Cai
    Zhou, Fugen
    Ding, Xilun
    Wang, Xuegiang
    Zhang, Huan
    Guo, Pin
    Meng, Xin
    JOURNAL OF FIELD ROBOTICS, 2019, 36 (01) : 34 - 48