Suppr超能文献

基于物联网分布式计算架构的精准农业设计方法。

Precision Agriculture Design Method Using a Distributed Computing Architecture on Internet of Things Context.

机构信息

Department of Computer Technology, University of Alicante, P.O. Box 99, E-03080 Alicante, Spain.

出版信息

Sensors (Basel). 2018 May 28;18(6):1731. doi: 10.3390/s18061731.

Abstract

The Internet of Things (IoT) has opened productive ways to cultivate soil with the use of low-cost hardware (sensors/actuators) and communication (Internet) technologies. Remote equipment and crop monitoring, predictive analytic, weather forecasting for crops or smart logistics and warehousing are some examples of these new opportunities. Nevertheless, farmers are agriculture experts but, usually, do not have experience in IoT applications. Users who use IoT applications must participate in its design, improving the integration and use. In this work, different industrial agricultural facilities are analysed with farmers and growers to design new functionalities based on IoT paradigms deployment. User-centred design model is used to obtain knowledge and experience in the process of introducing technology in agricultural applications. Internet of things paradigms are used as resources to facilitate the decision making. IoT architecture, operating rules and smart processes are implemented using a distributed model based on edge and fog computing paradigms. A communication architecture is proposed using these technologies. The aim is to help farmers to develop smart systems both, in current and new facilities. Different decision trees to automate the installation, designed by the farmer, can be easily deployed using the method proposed in this document.

摘要

物联网 (IoT) 为土壤培育开辟了新的途径,利用低成本硬件(传感器/执行器)和通信(互联网)技术。远程设备和作物监测、预测分析、作物天气预报或智能物流和仓储就是这些新机遇的一些例子。然而,农民是农业专家,但通常没有物联网应用经验。使用物联网应用程序的用户必须参与其设计,以提高集成和使用。在这项工作中,与农民和种植者一起分析了不同的工业农业设施,以基于物联网范例部署来设计新功能。使用以用户为中心的设计模型在农业应用中引入技术的过程中获取知识和经验。物联网范例被用作资源来促进决策。使用基于边缘和雾计算范例的分布式模型实现物联网架构、操作规则和智能流程。使用这些技术提出了一种通信架构。目的是帮助农民在现有和新设施中开发智能系统。可以使用本文提出的方法轻松部署由农民设计的用于自动化安装的不同决策树。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9715/6022150/9399e8643ac4/sensors-18-01731-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验