Tracking Strategy of Unmanned Aerial Vehicle for Tracking Moving Target

被引:7
|
作者
Lin, Chuanjian [1 ]
Zhang, Weiguo [1 ]
Shi, Jingping [2 ]
机构
[1] Northwestern Polytech Univ, Sch Automat, Xian 710129, Shaanxi, Peoples R China
[2] Shaanxi Prov Key Lab Flight Control & Simulat Tec, Xian 710129, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Motion compensation; reference point guidance; target tracking; visual simulation;
D O I
10.1007/s12555-020-2049-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Unmanned aerial vehicles (UAVs) are prone to losing their targets when tracking moving objectives. A tracking strategy is proposed herein that enables the standoff tracking of a moving target using a vision system, which significantly reduces the occurrence of target loss. The strategy combines the Gimbal Control Algorithm based on Motion Compensation (GCAMC) with the Improved Reference Point Guidance Method (IRPGM). The GCAMC utilizes the attitude of the UAV and the deviation of the target from image center as the feedback. The target can be kept within the field-of-view (FOV) of the camera when the gimbal model is unknown. The IRPGM generates straight or circular paths according to the speed and potition of the target, while the UAV will continuously track the generated trajectory to achieve the objective of target tracking. To validate and demonstrate the tracking performance of the proposed strategy, a closed-loop visual simulation platform was devised and implemented to simulate the process of target tracking. The results of the simulation demonstrate that by using the proposed approach, the UAV can enter the desired trajectory quickly when its initial position and flight direction are arbitrary.
引用
收藏
页码:2183 / 2194
页数:12
相关论文
共 50 条
  • [41] The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking
    Du, Dawei
    Qi, Yuankai
    Yu, Hongyang
    Yang, Yifan
    Duan, Kaiwen
    Li, Guorong
    Zhang, Weigang
    Huang, Qingming
    Tian, Qi
    [J]. COMPUTER VISION - ECCV 2018, PT X, 2018, 11214 : 375 - 391
  • [42] Efficient Road Detection and Tracking for Unmanned Aerial Vehicle
    Zhou, Hailing
    Kong, Hui
    Wei, Lei
    Creighton, Douglas
    Nahavandi, Saeid
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 16 (01) : 297 - 309
  • [43] Efficient objects tracking from an unmanned aerial vehicle
    Saetchnikov, Ivan
    Skakun, Victor
    Tcherniavskaia, Elina
    [J]. 2021 IEEE 8TH INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (IEEE METROAEROSPACE), 2021, : 221 - 225
  • [44] Unmanned aerial vehicle trajectory tracking algorithm comparison
    Wilburn, Brenton K.
    Perhinschi, Mario G.
    Moncayo, Hever
    Karas, Ondrej
    Wilburn, Jennifer N.
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT UNMANNED SYSTEMS, 2013, 1 (03) : 276 - 302
  • [45] Tracking Control Design for Quadrotor Unmanned Aerial Vehicle
    Nadda, Sudhir
    Swarup, A.
    [J]. DEFENCE SCIENCE JOURNAL, 2017, 67 (03) : 245 - 253
  • [46] Unmanned Aerial Vehicle Standoff Target Tracking using Modified Reference Point Guidance
    Wang, Shulei
    Wei, Ruixuan
    Lv, Minghai
    [J]. 2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 2381 - 2386
  • [47] A Vision-Based Target Detection, Tracking, and Positioning Algorithm for Unmanned Aerial Vehicle
    Liu, Xin
    Zhang, Zhanyue
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [48] Target tracking with unmanned aerial vehicles: From single to swarm vehicle autonomy and intelligence
    Ludington, Ben
    Reimann, Johan
    Vachtsevanos, George
    Barlas, Irtaza
    [J]. PROCEEDINGS OF 2006 MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1 AND 2, 2006, : 204 - +
  • [49] Mobile Target Tracking Mechanisms Using Unmanned Aerial Vehicle: Investigations and Future Directions
    Hentati, Aicha Idriss
    Fourati, Lamia Chaari
    [J]. IEEE SYSTEMS JOURNAL, 2020, 14 (02): : 2969 - 2979
  • [50] Target tracking and adversarial reasoning for Unmanned Aerial Vehicles
    Ludington, Ben
    Reimann, Johan
    Vachtsevanos, George
    [J]. 2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9, 2007, : 3217 - 3233