Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

[HTML][HTML] Precision agriculture using IoT data analytics and machine learning

R Akhter, SA Sofi - Journal of King Saud University-Computer and …, 2022 - Elsevier
In spite of the insight commonality may have concerning agrarian practice, fact is that
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …

Technological revolutions in smart farming: Current trends, challenges & future directions

V Sharma, AK Tripathi, H Mittal - Computers and Electronics in Agriculture, 2022 - Elsevier
With increasing population, the demand for agricultural productivity is rising to meet the goal
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …

[HTML][HTML] Internet of things for the future of smart agriculture: A comprehensive survey of emerging technologies

O Friha, MA Ferrag, L Shu, L Maglaras… - IEEE/CAA Journal of …, 2021 - ieee-jas.net
This paper presents a comprehensive review of emerging technologies for the internet of
things (IoT)-based smart agriculture. We begin by summarizing the existing surveys and …

From industry 4.0 to agriculture 4.0: Current status, enabling technologies, and research challenges

Y Liu, X Ma, L Shu, GP Hancke… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The three previous industrial revolutions profoundly transformed agriculture industry from
indigenous farming to mechanized farming and recent precision agriculture. Industrial …

Review of the internet of things communication technologies in smart agriculture and challenges

W Tao, L Zhao, G Wang, R Liang - Computers and Electronics in …, 2021 - Elsevier
The advent of Internet of Things (IoT) spurred a new direction of research in agriculture, and
various IoT communication technologies are used to connect with different devices in …

A survey on the 5G network and its impact on agriculture: Challenges and opportunities

Y Tang, S Dananjayan, C Hou, Q Guo, S Luo… - … and Electronics in …, 2021 - Elsevier
Over the next decade, the superfast 5G network will play a critical role in farming industries
to improve the yields and quality of crops while using minimal labor. Smart and precision …

Massive access for 5G and beyond

X Chen, DWK Ng, W Yu, EG Larsson… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Massive access, also known as massive connectivity or massive machine-type
communication (mMTC), is one of the main use cases of the fifth-generation (5G) and …

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

MS Farooq, S Riaz, A Abid, K Abid, MA Naeem - Ieee Access, 2019 - ieeexplore.ieee.org
Internet of things (IoT) is a promising technology which provides efficient and reliable
solutions towards the modernization of several domains. IoT based solutions are being …

Recent trends in internet-of-things-enabled sensor technologies for smart agriculture

FK Shaikh, S Karim, S Zeadally… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Smart agriculture integrates key information communication technologies with sensing
technologies to provide effective and cost-efficient agricultural services. Smart agriculture …