A Prediction Model of Smart Agriculture Based on IoT Sensor Data: A Systematic Literature Review

J Fondaj, M Hamiti, S Krrabaj, J Ajdari… - 2023 12th …, 2023 - ieeexplore.ieee.org
In recent years we have faced drastic climate change which have affected various areas of
life but especially those of agronomy. The most critical factor for grape quality and quantity is …

An Improved Anomaly Detection in Wireless Sensor Network using Artificial Intelligence Evolving Optimization Tools

S Sangheethaa, S Ramakoteswararao… - 2023 Second …, 2023 - ieeexplore.ieee.org
To maintain the security and dependability of wireless sensor networks (WSNs), anomaly
detection is essential. In this research, we present a decision tree-based approach that is …

Recognition of Weed Detection in Smart Agricultural Farm using Image Processing with IoT

SKC Devi, MS Ashraf, K Raghuveer… - … Conference on I …, 2023 - ieeexplore.ieee.org
The agriculture sector is indispensable for safeguarding sustainability and food safety.
Though the presence of weeds in agricultural pitches can seriously reduce crop output and …

Intelligent Hog Farming Adoption Choices Using the Unified Theory of Acceptance and Use of Technology Model: Perspectives from China's New Agricultural …

J Wang, S Zhang, L Zhang - Agriculture, 2023 - mdpi.com
This research delves into the intricacies of decision-making processes underpinning the
willingness to upgrade technology within the burgeoning domain of intelligent pig farming in …

Intelligent Irrigation System-Automation Using IoT Technology: A Review

MS Mustafa, H Kutucu - 2022 International Symposium on …, 2022 - ieeexplore.ieee.org
The advent of the Internet of Things (IoT) devices in agriculture has had far-reaching effects.
This article offers a wide-ranging survey of innovative technology's usefulness in farming …

Proposal of Prediction Model for Smart Agriculture Based on IoT Sensor Data

J Fondaj, M Hamiti, S Krrabaj… - 2023 46th MIPRO ICT …, 2023 - ieeexplore.ieee.org
Prediction is a mechanism to prevent and make changes in different sectors. Climate
changes are affecting different sectors but the most damaged is the agriculture sector …

IoT Based Precise Greenhouse Management System using Machine Learning Algorithm

A Rokade, M Singh, A Goraya… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The Internet of things (IoT) allows for previously impossible interaction between previously
unlike objects. The implementation of IoT is essential to the success of the agricultural …

Assessing the Effectiveness of Predictive Maintenance for Internet of Things (IoT) Networks Using Reinforcement Learning

A Sharma, D Rastogi, M Manwal… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Reinforcement getting to know (RL) has emerged as a famous method to predict
considerable occasions inside the Net of Things (IoT) networks. RL is a form of artificial …

Statistical and Quantitative Analysis on IoT-Based Smart Farming

G Dinesh, AK Koshariya, M Kumbhkar… - Proceedings of the …, 2022 - Springer
Growing global population requires increased food production in all areas, notably
agriculture. Demand and supply don't always match. Managing money and personnel is a …

Analytics and Decision-making Model Using Machine Learning for Internet of Things-based Greenhouse Precision Management in Agriculture

A Rokade, M Singh, A Goraya, B Singh - Microbial Data Intelligence and …, 2024 - Springer
As wired systems for smart farming are difficult to manage and install, wireless connectivity is
currently taking their place. Smart farming with precision greenhouse technology is installed …