Wireless sensor networks in agriculture through machine learning: A survey

MM Rahaman, M Azharuddin - Computers and Electronics in Agriculture, 2022 - Elsevier
This survey paper describes the concept of Wireless Sensor Networks (WSNs), Machine
Learning (ML) and their applications on various fields of smart agriculture. Here we first …

Challenges and applications of wireless sensor networks in smart farming—a survey

T Rajasekaran, S Anandamurugan - Advances in Big Data and Cloud …, 2019 - Springer
Human survival is a huge task of their lives in the society. Agriculture is the most important
role played by the survival of human civilization. The technological advancement in wireless …

Applicability of wireless sensor networks in precision agriculture: A review

D Thakur, Y Kumar, A Kumar, PK Singh - Wireless Personal …, 2019 - Springer
Presently, wireless sensor network (WSN) plays important role in engineering, science,
agriculture and many other field like surveillance, military applications, smart cars etc …

Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges

T Ojha, S Misra, NS Raghuwanshi - Computers and electronics in …, 2015 - Elsevier
Abstract The advent of Wireless Sensor Networks (WSNs) spurred a new direction of
research in agricultural and farming domain. In recent times, WSNs are widely applied in …

Energy-efficient wireless sensor networks for precision agriculture: A review

HM Jawad, R Nordin, SK Gharghan, AM Jawad… - Sensors, 2017 - mdpi.com
Wireless sensor networks (WSNs) can be used in agriculture to provide farmers with a large
amount of information. Precision agriculture (PA) is a management strategy that employs …

[PDF][PDF] Internet of things in precision agriculture using wireless sensor networks

O Savale, A Managave, D Ambekar… - International Journal of …, 2015 - academia.edu
The Internet of Things (IoT), the idea of getting real-world objects connected with each other,
will change the way users organize, obtain and consume information radically. Internet of …

Machine learning in agriculture: A review

KG Liakos, P Busato, D Moshou, S Pearson, D Bochtis - Sensors, 2018 - mdpi.com
Machine learning has emerged with big data technologies and high-performance computing
to create new opportunities for data intensive science in the multi-disciplinary agri …

The impact of wireless sensor network in the field of precision agriculture: A review

SA Kumar, P Ilango - Wireless Personal Communications, 2018 - Springer
Precision agriculture (PA) is an interdisciplinary concept of integrating information
technology in agriculture to increase the production and quality of the crops. One of the most …

Modern agriculture using wireless sensor network (WSN)

DDK Rathinam, D Surendran, A Shilpa… - 2019 5th …, 2019 - ieeexplore.ieee.org
Agriculture is the back bone of India and nearly 70% of people in our country depend on
agriculture. The yield of agriculture should be increased rapidly to fulfill the food …

A survey of wireless sensor network approaches and their energy consumption for monitoring farm fields in precision agriculture

MH Anisi, G Abdul-Salaam, AH Abdullah - Precision Agriculture, 2015 - Springer
Precision agriculture (PA) is the use of information and communication technology together
with best agricultural practices for farm management. PA requires the acquisition …