eprintid: 4691
rev_number: 12
eprint_status: archive
userid: 11
dir: disk0/00/00/46/91
datestamp: 2022-03-21 00:46:45
lastmod: 2022-03-21 00:46:45
status_changed: 2022-03-21 00:46:45
type: conference_item
metadata_visibility: show
creators_name: Quach, Cong Hoang
creators_name: Pham, Minh Trien
creators_name: Phung, Manh Duong
creators_id: hoangqc@vnu.edu.vn
creators_id: trienpm@vnu.edu.vn
creators_id: duongpm@vnu.edu.vn
title: Real-time Agriculture Field Monitoring Using IoT-based Sensors and Unmanned Aerial Vehicles
ispublished: inpress
subjects: at
divisions: fat_uet
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.
date: 2021-12
official_url: http://nafosted-nics.org/#/
full_text_status: public
pres_type: paper
event_title: NICS 2021 NAFOSTED Conference on Information and Computer Science (NICS)
event_location: Hanoi City, Vietnam
event_dates: December 21-22, 2021
event_type: conference
refereed: TRUE
citation:   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)  
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/4691/1/AgricultureUAV_Final.pdf