Quach, Cong Hoang and Pham, Minh Trien and Phung, Manh Duong (2021) Real-time Agriculture Field Monitoring Using IoT-based Sensors and Unmanned Aerial Vehicles. In: NICS 2021 NAFOSTED Conference on Information and Computer Science (NICS), December 21-22, 2021, Hanoi City, Vietnam. (In Press)
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Abstract
This paper introduces a system to monitor agri- culture fields in real time. It includes a sensor network for in situ data collection and an unmanned aerial vehicle (UAV)) system for remote sensing. The sensor network uses a number of sensor nodes to measure different parameters of the plants and environment such as temperature, humidity, and nitrogen composition. For data communication, the sensor network uses LoRa, a low-power wide-area network modulation technique, that allows receiving signals from sensor nodes at a distance of up to 450 m for a single receiver. The UAV includes visual and near infrared cameras to collect photos of the field. The data collection is carried out automatically via a path planning process that takes into account the overlapping ratio and resolution of the photos. The data collected is then handled by a cloud server that allows users to access in real time via a web-based application and an application on smartphones. A number of experiments have been conducted with the system being tested in several agricultural sites to evaluate its practical applicability.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | Agriculture Technology |
| Divisions: | Faculty of Agriculture Technology (FAT) |
| Depositing User: | Dr Minh Trien Pham |
| Date Deposited: | 21 Mar 2022 00:46 |
| Last Modified: | 21 Mar 2022 00:46 |
| URI: | http://eprints.uet.vnu.edu.vn/eprints/id/eprint/4691 |
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