Distributed cooperative control for deployment and task allocation of unmanned aerial vehicle networks

被引:34
作者
Hu, Jinwen [1 ,2 ]
Xu, Zhao [3 ]
机构
[1] Singapore Inst Mfg Technol, Singapore 638075, Singapore
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[3] Inst High Performance Comp, Singapore 138632, Singapore
关键词
COORDINATION; ALGORITHMS; UAVS;
D O I
10.1049/iet-cta.2012.0779
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, the authors consider the deployment of unmanned aerial vehicle networks for task accomplishment within a closed region. Each agent with limited sensing range and communication range needs to take charge of the task accomplishment within a part of the whole region. The main objective is to optimise the deployment of the agents such that the maximum travelling time the agents take to reach a place within the surveillance region is minimised. The deployment issue is formulated as the worst-case disc-covering problem and a distributed cooperative control strategy is designed for agents with limited mobility. It is proven that by the proposed control strategy the network configuration converges to a local optimum configuration. Moreover, a combined optimisation approach is developed to improve the performance by optimising the initial configuration. To guarantee the proper working of the designed control strategy and K-connectivity of the network, a distributed topology control scheme is proposed. Finally, the effectiveness of the proposed control strategy is testified by simulation.
引用
收藏
页码:1574 / 1582
页数:9
相关论文
共 27 条
[1]  
Bachmayer R., 2001, P IEEE C DEC CONTR, V1, P112
[2]   Coordinated target assignment and intercept for unmanned air vehicles [J].
Beard, RW ;
McLain, TW ;
Goodrich, MA ;
Anderson, EP .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2002, 18 (06) :911-922
[3]   Distributed decision and control for cooperative UAVs using ad hoc communication [J].
Ben-Asher, Yosi ;
Feldman, Sharoni ;
Gurfil, Pini ;
Feldman, Moran .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2008, 16 (03) :511-516
[4]  
Bullo F, 2009, PRINC SER APPL MATH, P1
[5]   Gradient search with autonomous underwater vehicles using scalar measurements [J].
Burian, E ;
Yoerger, D ;
Bradley, A ;
Singh, H .
PROCEEDINGS OF THE 1996 SYMPOSIUM ON AUTONOMOUS UNDERWATER VEHICLE TECHNOLOGY, 1996, :86-98
[6]   Distributed learning and cooperative control for multi-agent systems [J].
Choi, Jongeun ;
Oh, Songhwai ;
Horowitz, Roberto .
AUTOMATICA, 2009, 45 (12) :2802-2814
[7]   Coverage control for mobile sensing networks [J].
Cortés, J ;
Martínez, S ;
Karatas, T ;
Bullo, F .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2004, 20 (02) :243-255
[8]   Distributed Kriged Kalman Filter for Spatial Estimation [J].
Cortes, Jorge .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (12) :2816-2827
[9]  
Fortune S., 1992, COMPUTING EUCLIDEAN, P193, DOI [DOI 10.1142/9789814355858, DOI 10.1142/9789814355858_0006]
[10]  
Gazi V, 2002, IEEE DECIS CONTR P, P2848, DOI 10.1109/CDC.2002.1184280