Home // ALLSENSORS 2025, The Tenth International Conference on Advances in Sensors, Actuators, Metering and Sensing // View article
Authors:
Bruno Moreno
Paulo Cruvinel
Augusto Costa
Keywords: IoT sensor; IoT communication; pattern recognition; precision agriculture; weed management.
Abstract:
Sensors are quite important for data collection from the physical agricultural world, and also a key part of the Internet of Things (IoT) ecosystem. The IoT has enabled monitoring and automation in agriculture, supporting the implementation of precision agriculture applications using sensors in the field. However, the effectiveness of these systems depends on the accurate verification and assessment of network parameters such as connectivity, sensor reliability, and data integrity. Ensuring the proper functioning of IoT devices is crucial to maintaining efficiency, reducing costs, and improving overall agricultural outcomes. This study highlights factors to consider when developing an IoT system based on an experimental field study for pattern recognition of invasive plants in groundnut crops, resulting in classifiers with an accuracy of approximately 80%.
Pages: 8 to 14
Copyright: Copyright (c) IARIA, 2025
Publication date: May 18, 2025
Published in: conference
ISSN: 2519-836X
ISBN: 978-1-68558-273-9
Location: Nice, France
Dates: from May 18, 2025 to May 22, 2025