Reactive 3D deployment of a flying robotic network for surveillance of mobile targets

被引:24
作者
Huang, Hailong [1 ]
Savkin, Andrey, V [1 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
基金
澳大利亚研究理事会;
关键词
Flying robotic networks; Reactive deployment; Coverage; Navigation of flying robots; UAV Networks; Surveillance; Internet of flying robots; Internet of drones; BASE STATIONS; COVERAGE; STRATEGIES;
D O I
10.1016/j.comnet.2019.06.020
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper considers deploying a flying robotic network to monitor mobile targets in an area of interest for a specific time period. Each flying robot carries a battery with limited initial energy and a camera with a fixed visible angle. When the energy consumption of a flying robot depends on its altitude, minimizing the energy consumption and maximizing the number of covered targets are two contradictory goals because to have a larger coverage area, a flying robot needs to fly higher, which leads to more energy consumption. Thus, there should be a balance between them. A constrained optimization problem accounting these two objectives is formulated subject to some energy and connectivity constraints. A control system containing a movement decision maker (MDM) is designed. A decentralized navigation algorithm implemented on each robot is proposed. The algorithm navigates each flying robot to a new position in 3D space that contributes more to the coverage. The performance of the proposed approach against some baseline methods is validated by extensive simulations. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:172 / 182
页数:11
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