What question did this study set out to answer?

The research aims to develop an RFID-based soil moisture sensor incorporating a Gaussian mixture model for improved agricultural practices.

April 1, 2026Open Access

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RFID-based Soil Moisture Sensor for Smart Agriculture: a Gaussian Mixture Model Approach

NBNedal M. BenelmekkiUniversitat Autònoma de Barcelona EMElvis Díaz MachadoUniversitat Autònoma de Barcelona JTJavier Del Rio ToledanoUniversitat Autònoma de Barcelona

Key Points

The research aims to develop an RFID-based soil moisture sensor incorporating a Gaussian mixture model for improved agricultural practices.
Developed an RFID-based system for soil moisture monitoring.
Applied Gaussian mixture model for data analysis.
Presented findings at the XL National Symposium of URSI.
Demonstrated an innovative approach to soil moisture sensing.
Indicated improved efficiency in agricultural monitoring.

Abstract

This manuscript corresponds to the final version presented at the XL National Symposium of the International Union of Radio Science (URSI), Tarragona, September 4, 2025. No formal conference proceedings were published. This version is made openly available with the express permission of URSI-España.

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RFID-based Soil Moisture Sensor for Smart Agriculture: a Gaussian Mixture Model Approach

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