UAV Standoff Tracking for Narrow-Area Target in Complex Environment

被引:13
作者
Wang, Yanxiang [1 ,2 ]
Wang, Honglun [1 ,2 ]
Wu, Jianfa [3 ,4 ]
Liu, Yiheng [1 ,2 ]
Lun, Yuebin [1 ,2 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Beihang Univ, Sci & Technol Aircraft Control Lab, Beijing 100191, Peoples R China
[3] Beijing Inst Control Engn, Beijing 100190, Peoples R China
[4] Sci & Technol Space Intelligent Control Lab, Beijing 100094, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2022年 / 16卷 / 03期
基金
中国国家自然科学基金;
关键词
Target tracking; Mathematical model; Convergence; State estimation; Turning; Task analysis; Stability analysis; Constrained interacting multiple model (CIMM); dynamic Lyapunov guidance vector field (DLGVF); interfered fluid dynamical system (IFDS); narrow-area target; standoff tracking; unmanned aerial vehicle (UAV); VECTOR FIELD; FILTER; SURVEILLANCE; GUIDANCE; FLUID;
D O I
10.1109/JSYST.2021.3093631
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article studies the path planning for an unmanned aerial vehicle (UAV) standoff tracking a narrow-area target in complex environment. Since the target state estimation considerably influences the target tracking performance, the constrained interacting multiple model, which uses the geographic information of narrow-areas to enhance the estimation accuracy, is proposed. Then, based on the obtained estimation results, the dynamic Lyapunov guidance vector field (DLGVF) is proposed, which can guide UAVs to converge to not only the expected standoff distance in the horizontal plane but also the desired height in the vertical plane. Moreover, the DLGVF renders the UAV trajectories flexible and shortens the convergence time by skillfully introducing adjustment parameters. Finally, to simultaneously complete the missions of target tracking and obstacle avoidance, an integrated method based on the DLGVF and the interfered fluid dynamical system is presented. Simulations are implemented to demonstrate that the proposed framework is effective.
引用
收藏
页码:4583 / 4594
页数:12
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