[HTML][HTML] Review of low-cost, off-grid, biodegradable in situ autonomous soil moisture sensing systems: Is there a perfect solution?

SMM Meshram, S Adla, L Jourdin, S Pande - Computers and Electronics in …, 2024 - Elsevier
Soil moisture monitoring is essential for a variety of applications including agriculture,
forestry, and environmental monitoring. However, soil moisture sensors may be expensive …

Edge-Centric Collaborative Federated Learning for Irrigation Management of Paddy Fields Using Agriculture Sensor Data Processing

N Singh, M Adhikari - IEEE Sensors Letters, 2024 - ieeexplore.ieee.org
This letter explores the integration of federated learning (FL) techniques into edge networks
to address the pressing issue of inefficient irrigation practices in paddy fields by proposing a …

Systematic Literature Review and Meta-Analysis of Microcontroller Learning Development in the Industry 4.0

SC Setya, J Weriza - Nanotechnology Perceptions, 2024 - nano-ntp.com
The ability to design and implement microcontroller-based systems is one of the skills and
soft skills needed in Industry 4.0. Many researchers have identified various problems and …

Enhancing Agricultural IoT with Predictive Analytics and Reinforcement Learning Models

RS Krishnan, JRF Raj, VB Christopher… - 2024 International …, 2024 - ieeexplore.ieee.org
This research explores the augmentation of Agricultural Internet of Things (IoT) systems
through the integration of advanced predictive analytics and reinforcement learning models …

Design of an Iterative Method Integrating Deep Feature Synthesis and Gaussian Process Regression for Sustainable Soil and Water Management

PD Ghritlahare, RRL Birali - Journal of Computational Analysis …, 2024 - eudoxuspress.com
The exigency for advanced methodologies in the management of soil and water resources is
paramount in the face of escalating environmental variability and intensifying resource …