Automated Robotic Moisture Monitoring in Agricultural Fields

P. Senthil, I. S. Akila
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引用次数: 6

Abstract

Monitoring moisture level of land in a large-scale plantation is tedious. The main objective of this project is to use a robotic kit in collaboration with the on-field moisture sensor circuits, thereby creating an efficient and economical moisture monitoring system. A large agriculture field is divided into smaller grids. Each grid is placed with a moisture sensor. Whenever a sensor reports the soil to be dry, the robot goes to the concerned field for inspection. The path to the concerned field is found by applying Dijkstra's shortest path algorithm on the aerial image of the field. Then the total moisture content of the field is calculated by the robot using suitable image processing algorithms and reported accordingly. For developing and testing this work, a small study field was set up above which a camera was mounted at an appropriate height to capture its aerial view. Thus a prototype for an automated system of monitoring agricultural fields' moisture has been developed through this work.
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农业领域的自动化机器人水分监测
在一个大规模的种植园里监测土地的水分水平是很繁琐的。该项目的主要目标是使用机器人套件与现场湿度传感器电路合作,从而创建一个有效和经济的湿度监测系统。一块大的农田被划分成更小的网格。每个网格都放置了一个湿度传感器。每当传感器报告土壤干燥时,机器人就会前往相关场地进行检查。利用Dijkstra最短路径算法对航拍图像进行搜索,找到目标场的路径。然后,机器人使用合适的图像处理算法计算出场地的总含水量,并相应地报告。为了开发和测试这项工作,在一个小的研究领域建立了一个相机安装在适当的高度,以捕捉其鸟瞰图。因此,通过这项工作,开发了一个自动化监测农田水分系统的原型。
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