An amendable multi-function control method using federated learning for smart sensors in agricultural production improvements

A Abu-Khadrah, AM Ali, M Jarrah - ACM Transactions on Sensor …, 2023 - dl.acm.org
Communications and Computer Engineering Department, Faculty of Engineering, Al-Ahliyya
Amman University, Amman 19328, Jordan School of Information Technology, Skyline …

Smart sensing based functional control for reducing uncertainties in agricultural farm data analysis

G Manogaran, M Alazab, K Muhammad… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Smart farming is a promising application area that relies on diverse intelligent and
communication technologies to ease the outcome of the farming process. The multi-level …

[PDF][PDF] An intelligent wireless sensor and actuator network system for greenhouse microenvironment control and assessment

R Pahuja, HK Verma, M Uddin - Journal of Biosystems Engineering, 2017 - academia.edu
Purpose: As application-specific wireless sensor networks are gaining popularity, this paper
discusses the development and field performance of the GHAN, a greenhouse area network …

Enabling smart agriculture by implementing artificial intelligence and embedded sensing

A Sharma, M Georgi, M Tregubenko, A Tselykh… - Computers & Industrial …, 2022 - Elsevier
The increasing demand of smart agriculture has led to the significant growth and
development in the field of crop estimation and prediction improving its productivity. The …

A review of the state of the art in agricultural automation. Part IV: Sensor-based nitrogen management technologies

DL Antille, CR Lobsey, CL McCarthy… - 2018 ASABE Annual …, 2018 - elibrary.asabe.org
Crop nitrogen (N) management is one of many important agricultural applications that can
benefit from crop sensing. The technologies in this field are advancing rapidly, including:(1) …

Technologies driving the shift to smart farming: A review

N ElBeheiry, RS Balog - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
As today's agriculture industry is facing numerous challenges, including climate changes,
encroachment of the urban environment, and lack of qualified farmers, there is a need for …

A crop-monitoring system using wireless sensor networking

HN Saha, R Roy, M Chakraborty, C Sarkar - AI, Edge and IoT-based Smart …, 2022 - Elsevier
Remote connectivity and easy adaptation according to various terrestrial, climatic, and
human resource conditions are the biggest challenges faced by smart farming technologies …

A systematic review on monitoring and advanced control strategies in smart agriculture

SI Hassan, MM Alam, U Illahi, MA Al Ghamdi… - Ieee …, 2021 - ieeexplore.ieee.org
Automation in agriculture nowadays is the main focus and area of development for various
countries. The population rate of the world is increasing rapidly and will be double in …

Collaborative actuation of wireless sensor and actuator networks for the agriculture industry

X Bai, L Liu, M Cao, J Panneerselvam, Q Sun… - IEEE …, 2017 - ieeexplore.ieee.org
This paper investigates the deployment of collaborative estimation and actuation scheme of
wireless sensor and actuator networks for the agriculture industry. In our proposed scheme …

Smart heterogeneous precision agriculture using wireless sensor network based on extended Kalman filter

YEM Hamouda, MM Msallam - Neural Computing and Applications, 2019 - Springer
Smart heterogeneous precision agriculture (SHPA) using a wireless sensor network is
introduced for limited energy sensor nodes, deployed in an agricultural farm which is divided …