Remote Sensing for Agricultural Crops Based on a Low Cost Quadcopter
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Abstract
This paper presents a proposal for information gathering from crops by means of a low-cost quadcopter known as the AR Drone 2.0. To achieve this, we designed a system for remote sensing that addresses challenges identified in the present research, such as acquisition of aerial photographs of an entire crop and AR Drone navigation on non-planar areas arises. The project is currently at an early stage of development. The first stage describes platform and hardware/software tools used to build the proposed prototype. Second stage characterizes performance experiments of sensors stability and altitude in AR Drone, in order to design an altitude strategy control over non-flat crops. In addition, path planning algorithms based on shortest route by graphs (Dijkstra, A* and wavefront propagation) are evaluated with simulated quadcopter. The implementation of the shortest path algorithms is the beginning to full coverage of a crop. Observations of quadcopter behavior in Gazebo simulator and real tests demonstrate viability to execute the project by using AR Drone like platform of a remote sensing system to precision agriculture.
Description
Este artículo presenta una propuesta para recolectar
información de cultivos agrícolas mediante un cuadricóptero
de bajo costo, llamado AR Drone 2.0. Para lograr el objetivo se
diseña un sistema de teledetección que enmarca desafíos identificados
en la presente investigación, tales como, la adquisición
de fotografías aéreas de todo un cultivo y la navegación del AR
Drone en zonas no planas. El proyecto se encuentra en una fase
temprana de desarrollo. La primera etapa indaga la plataforma
y las herramientas hardware y software para construir el prototipo
propuesto; la segunda, describe los experimentos de desempeño
de los sensores de estabilidad y altura del AR Drone, con el
fin de diseñar una estrategia de control de altura en cultivos no
planos.
Palabras clave
Teledetección - espacialSoftwareTeledetección geográficaFotografía aérea
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Creative Commons license
Except where otherwised noted, this item's license is described as Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
