Data management and processing for IoT & robotics in smart farming: A survey

IF 1.8 3区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Houssam Bazza , Sandro Bimonte , Stefano Rizzi , Hassan Badir
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引用次数: 0

Abstract

Smart farming has garnered significant attention due to substantial advancements in robotics and IoT technologies. However, these advancements necessitate robust data management and processing guidelines to fully harness the potential of data and optimize farm production. Unfortunately, such clear guidelines are lacking in the smart farming sector, forcing practitioners and researchers to implement custom architectures for specific scenarios. This survey paper aims to examine the advancements in data management and processing within the Internet of Robotic Things (IoRT) context. After showing that the existing surveys on IoRT and smart farming barely cover these issues, we will review and classify the related literature within the framework of a reference architecture. We will conclude by listing the main open issues to be addressed in order to achieve the full potential of data-driven practices in the smart farming field.
智能农业中物联网和机器人的数据管理和处理:一项调查
由于机器人和物联网技术的巨大进步,智能农业受到了极大的关注。然而,这些进步需要强有力的数据管理和处理指南,以充分利用数据的潜力并优化农业生产。不幸的是,智能农业领域缺乏这样明确的指导方针,迫使从业者和研究人员为特定场景实现定制架构。本调查报告旨在研究机器人物联网(IoRT)背景下数据管理和处理的进展。在表明现有的关于IoRT和智能农业的调查几乎没有涵盖这些问题之后,我们将在参考架构的框架内对相关文献进行审查和分类。最后,我们将列出需要解决的主要问题,以便在智能农业领域充分发挥数据驱动实践的潜力。
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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来源期刊
Journal of Computer Languages
Journal of Computer Languages Computer Science-Computer Networks and Communications
CiteScore
5.00
自引率
13.60%
发文量
36
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