Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems

Riya Samanta, Bidyut Saha  |  2026

Keywords: Precision agriculture, Edge AI, TinyML, Resource-constrained systems, Energy-efficient inference, Low-cost smart farming

Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security

Monica Dutta, Deepali Gupta, Sumegh Tharewal, Deepam Goyal, Jasminder Kaur Sandhu, Manjit Kaur, Ahmad Ali Alzubi, Jazem Mutared Alanazi  |  2025

Keywords: Signal Processing, Machine Learning

Enhancing Smart Farming Through Federated Learning: A Secure, Scalable, and Efficient Approach for AI-Driven Agriculture

Ritesh Janga, Rushit Dave  |  2025

Keywords: Machine Learning, Artificial Intelligence

Reliable and Cost-Efficient IoT Connectivity for Smart Agriculture: A Comparative Study of LPWAN, 5G, and Hybrid Connectivity Models

Mohamed Shabeer Mohamed Rafi, Mehran Behjati, Ahmad Sahban Rafsanjani  |  2025

Keywords: Computer Science - NI

Agent-Based Simulation of UAV Battery Recharging for IoT Applications: Precision Agriculture, Disaster Recovery, and Dengue Vector Control

Leonardo Grando, Juan Fernando Galindo Jaramillo, Jose Roberto Emiliano Leite, Edson Luiz Ursini  |  2025

Keywords: Computer Science - MA, Robotics

Edge-enabled smart agriculture framework: Integrating IoT, lightweight deep learning, and agentic AI for context-aware farming

MU Tariq, SM Saqib, T Mazhar, MA Khan  |  2025

Keywords: Agricultural Technology, Smart Farming

The IoT and AI in agriculture: The time is now—A systematic review of smart sensing technologies

T Miller, G Mikiciuk, I Durlik, M Mikiciuk, A Łobodzińska  |  2025

Keywords: Agricultural Technology, Smart Farming

Artificial intelligence of things (AIoT) for precision agriculture: Applications in smart irrigation, nutrient and pest management

J Bayar, N Ali, Z Cao, Y Ren, Y Dong  |  2025

Keywords: Agricultural Technology, Smart Farming

Integration of IoT- AI powered local weather forecasting: A Game-Changer for Agriculture

Suman Kumar Das, Pujyasmita Nayak  |  2024

Keywords: Computer Science - OH

Farming in the digital age: smart agriculture with AI and IoT

AA Issa, S Majed, S Abdul Ameer  |  2024

Keywords: Agricultural Technology, Smart Farming