Leader-Follower Interactive Potential for Target Enclosing of Perception-Limited UAV Groups

被引:15
|
作者
Zhang, Daifeng [1 ]
Duan, Haibin [1 ,2 ]
Zeng, Zhigang [3 ,4 ]
机构
[1] Beihang Univ, Key Lab Virtual Real Technol & Syst, Sch Automat Sci & Elect Engn, Beijing 100083, Peoples R China
[2] Peng Cheng Lab, Shenzhen 518000, Guangdong, Peoples R China
[3] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[4] Educ Minist China, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2022年 / 16卷 / 01期
基金
中国国家自然科学基金;
关键词
Sensors; Robustness; Task analysis; Observers; Azimuth; Automation; Vehicle dynamics; Coordination control; enclosing potential; leader– follower interactive potential; limited perception; target enclosing; unmanned aerial vehicles (UAV); MOVING-TARGET; CIRCUMNAVIGATION; FLOCKING;
D O I
10.1109/JSYST.2021.3102297
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Target enclosing is representative of the multirobot intelligence and coordination as it is pervasively involved in many practical scenarios. However, the limited perceptions of an individual robot bring in many challenges for the enclosing control such as the requirements to connectivity preservation and improvement of robustness. Motivated by this topic, a general control law based on an enclosing potential combined with a consensus-based target observer is presented for the target enclosing of unmanned aerial vehicles with limited perceptual abilities. Asymptotic stability can be guaranteed under some assumptions of target's property and network connectivity, whereas the enclosing control law may lose efficacy when capturing an agile target. Then, a novel group of leader-follower interactive potentials combined with a modified observer are derived to promote the robustness by strengthening the interactions between informed and uninformed nodes in a bicyclic spatial layout. Comparative results show the advantages of the proposed algorithms over state-of-the-art approaches on the strong stabilities of enclosing layouts with limited sensing.
引用
收藏
页码:856 / 867
页数:12
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