A Novel Framework for Smart Agriculture using Internet of Things and Enabling Technologies

Z. Haq, Z. Jaffery, S. Mehfuz
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引用次数: 1

Abstract

To provide sustainable and efficient standards in agriculture industry, an innovative method of Smart Farming is being taken up as an initiative under the umbrella of Industry 4.0. Using enabling technologies: Internet of Things, Artificial Intelligence, Machine Learning, cloud computing, and other technological advancements, a new domain for agriculture is presented to the world. The idea of smart agriculture is progressively picking up pace around the globe and each country is developing a model based on their infrastructure prowess. At the center of smart agriculture consists of sensors and actuators embedded into the design to provide necessary input for efficient decision making. In this paper we have proposed a tow level framework for establishing a smart agriculture model based on Internet of Things. The first level deals with the decision making about the harvesting of the agriculture sample and the second level of the framework deals with the storage and transfer of information based on sensory information from the agricultural region of interest. This paper also discusses various enabling technologies for effective implementation of smart agriculture. This paper further discusses about the challenges and issues concerning the implementation of smart agriculture effectively.
使用物联网和使能技术的智能农业新框架
为了在农业行业提供可持续和高效的标准,一种创新的智能农业方法正在被作为工业4.0的倡议。利用使能技术:物联网、人工智能、机器学习、云计算和其他技术进步,农业的新领域呈现在世界面前。智能农业的理念正在全球范围内逐步加快步伐,每个国家都在根据自己的基础设施实力开发一种模式。智能农业的核心是嵌入到设计中的传感器和执行器,为有效的决策提供必要的输入。本文提出了建立基于物联网的智慧农业模型的两级框架。该框架的第一级处理有关农业样本采集的决策,第二级处理基于感兴趣农业区域的感官信息的信息存储和传输。本文还讨论了有效实施智慧农业的各种使能技术。本文进一步探讨了有效实施智慧农业所面临的挑战和问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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