Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture

被引:0
作者
Popescu, Dan [1 ]
Stoican, Florin [1 ]
Ichim, Loretta [1 ]
Stamatescu, Grigore [1 ,2 ]
Dragana, Cristian [1 ]
机构
[1] Univ Politehn Bucuresti, 313 Splaiul Independentei, Bucharest, Romania
[2] Graz Univ Technol, Inst Tech Informat, Inffeldgasse 16, A-8010 Graz, Austria
来源
PROCEEDINGS OF THE 2019 10TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS - TECHNOLOGY AND APPLICATIONS (IDAACS), VOL. 1 | 2019年
关键词
crop monitoring; data acquisition; data processing; unmanned aerial vehicles; wireless sensor networks;
D O I
10.1109/idaacs.2019.8924424
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Integration of airborne robotic platforms with networks of intelligent sensor systems on the ground has recently emerged as a robust solution for data collection, analysis and control in various specialised applications. The paper presents a hierarchical structure based on the collaboration between a team of unmanned aerial vehicles and a structure of federated wireless sensor networks for crop monitoring in precision agriculture. Key advantages lay in online data collection and relaying to a central monitoring point while effectively managing network load and latency through optimised UAV trajectories and in situ data processing. The experiments were carried out at the Fundulea National Research Institute where different crops and methods are developed. The results demonstrate the fact that the collaborative UAV-WSN approach implemented in the Romanian project WWI increases the performances both in precision agriculture and ecological agriculture.
引用
收藏
页码:519 / 524
页数:6
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