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
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