Unmanned Aerial Vehicles in Agriculture: A Review of Perspective of Platform, Control, and Applications

被引:305
作者
Kim, Jeongeun [1 ]
Kim, Seungwon [1 ]
Ju, Chanyoung [1 ]
Son, Hyoung Il [1 ]
机构
[1] Chonnam Natl Univ, Dept Rural & Biosyst Engn, Gwangju 61186, South Korea
基金
新加坡国家研究基金会;
关键词
Agricultural applications; agricultural UAV; control technology; smart farming; unmanned aerial vehicle; UAV platforms; MULTISPECTRAL IMAGERY; PRECISION AGRICULTURE; UAV PLATFORM; SENSORS; BIOMASS; SYSTEM; PERFORMANCE; IRRIGATION; CHALLENGES; INDEXES;
D O I
10.1109/ACCESS.2019.2932119
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For agricultural applications, regularized smart-farming solutions are being considered, including the use of unmanned aerial vehicles (UAVs). The UAVs combine information and communication technologies, robots, artificial intelligence, big data, and the Internet of Things. The agricultural UAVs are highly capable, and their use has expanded across all areas of agriculture, including pesticide and fertilizer spraying, seed sowing, and growth assessment and mapping. Accordingly, the market for agricultural UAVs is expected to continue growing with the related technologies. In this study, we consider the latest trends and applications of leading technologies related to agricultural UAVs, control technologies, equipment, and development. We discuss the use of UAVs in real agricultural environments. Furthermore, the future development of the agricultural UAVs and their challenges are presented.
引用
收藏
页码:105100 / 105115
页数:16
相关论文
共 112 条
[1]   Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance [J].
Aasen, Helge ;
Burkart, Andreas ;
Bolten, Andreas ;
Bareth, Georg .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2015, 108 :245-259
[2]   Multi-temporal imaging using an unmanned aerial vehicle for monitoring a sunflower crop [J].
Agueera Vega, Francisco ;
Carvajal Ramirez, Fernando ;
Perez Saiz, Monica ;
Orgaz Rosua, Francisco .
BIOSYSTEMS ENGINEERING, 2015, 132 :19-27
[3]  
Alsaif Bidoor, 2017, 2017 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), DOI [10.1109/CLEOE-EQEC.2017.8087487, 10.17660/ActaHortic.2017.1164.1]
[4]   A review of quadrotor UAV: control methodologies and performance evaluation [J].
Amin, Roohul ;
Li Aijun ;
Shamshirband, Shahaboddin .
INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2016, 10 (02) :87-103
[5]  
[Anonymous], 2016, Clarity from above: PwC global report on the commercial applications of drone technology
[6]  
[Anonymous], TECH REP
[7]  
[Anonymous], 2012, 2012 IEEE AEROSPACE, DOI DOI 10.1109/AERO.2012.6187365
[8]  
Atoev S., 2017, 2017 INT C INF SCI C, P1
[9]   IEEE 802.15.4 Air-Ground UAV Communications in Smart Farming Scenarios [J].
Bacco, Manlio ;
Berton, Andrea ;
Gotta, Alberto ;
Caviglione, Luca .
IEEE COMMUNICATIONS LETTERS, 2018, 22 (09) :1910-1913
[10]   Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV) [J].
Baluja, Javier ;
Diago, Maria P. ;
Balda, Pedro ;
Zorer, Roberto ;
Meggio, Franco ;
Morales, Fermin ;
Tardaguila, Javier .
IRRIGATION SCIENCE, 2012, 30 (06) :511-522