Scalable and ligthway bio-inspired coordination protocol for FANET in precision agriculture applications

被引:47
作者
De Rango, F. [1 ]
Potrino, G. [1 ]
Tropea, M. [1 ]
Santamaria, A. F. [1 ]
Fazio, P. [1 ]
机构
[1] Univ Calabria, DIMES Dept, Via P Bucci, I-87036 Arcavacata Di Rende, CS, Italy
关键词
Drones; Precision agriculture; Recruiting strategies; Bio-inspired algorithms; Self-organization; FANET; UNMANNED AERIAL SYSTEMS; PHOTOGRAMMETRY; VEHICLE; ENERGY;
D O I
10.1016/j.compeleceng.2019.01.018
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 proposes a bio-inspired coordination protocol for Unmanned Aerial Vehicles (UAVs) management in the agriculture domain. In precision agriculture the presence of parasites or the sudden climatic changes represent an important issue for farmers because of the degradation of crops and cultivation quality. Then, the use of the new technologies such as UAVs devices, the new networks such as Flying Ad-Hoc NETwork (FANET), and the utilization of new sensors and actuators inside UAVs can represent an important aid to the smart agriculture domain. An important aspect is, surely, the adequate management and coordination of these new devices in order to plan specific strategies able to support adequately the agriculture humans' operators. Because drones are resource constrained and limited, scalable coordination techniques such those proposed can improve the network performance maintaining higher efficacy in the task execution. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:305 / 318
页数:14
相关论文
共 25 条
[1]  
Anthony D, 2014, IEEE INT C INT ROBOT, P4805, DOI 10.1109/IROS.2014.6943245
[2]  
Bouachir O, 2014, INT CONF UNMAN AIRCR, P383, DOI 10.1109/ICUAS.2014.6842277
[3]   Flying ad-hoc network application scenarios and mobility models [J].
Bujari, Armir ;
Calafate, Carlos T. ;
Cano, Juan-Carlos ;
Manzoni, Pietro ;
Palazzi, Claudio Enrico ;
Ronzani, Daniele .
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (10) :1-17
[4]   Unmanned aerial systems for photogrammetry and remote sensing: A review [J].
Colomina, I. ;
Molina, P. .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 92 :79-97
[5]  
Costa FG, 2012, INT GEOSCI REMOTE SE, P5045, DOI 10.1109/IGARSS.2012.6352477
[6]  
Devraj, 2015, 2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), P1144
[7]   Coverage Path Planning for UAVs Photogrammetry with Energy and Resolution Constraints [J].
Di Franco, Carmelo ;
Buttazzo, Giorgio .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2016, 83 (3-4) :445-462
[8]  
Hassan-Esfahani L, 2014, GEOSC REM SENS S IGA, P3263
[9]  
Karpowicz J, 2016, FIELD UAVS PRECISION
[10]  
Kuiper E., 2006, 2006 INT C WIR MOB C, P33, DOI [10.1109/ICWMC.2006.63, DOI 10.1109/ICWMC.2006.63]