@inproceedings{SisLab4691,
       booktitle = {NICS 2021 NAFOSTED Conference on Information and Computer Science (NICS)},
           month = {December},
           title = {Real-time Agriculture Field Monitoring Using IoT-based Sensors and Unmanned Aerial Vehicles},
          author = {Cong Hoang Quach and Minh Trien Pham and Manh Duong Phung},
            year = {2021},
             url = {https://eprints.uet.vnu.edu.vn/eprints/id/eprint/4691/},
        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.}
}