Abstract
The goal of this research is to assess the different low-cost sensors for flight altitude measuring of a multirotor UAV at low altitude flight. For optimizing the sensor performances and accuracy, data filtering and other methods were applied. The flight altitude data were collected and stored for later analysis with reference to the true altitude. The correlation coefficient and the mean squared error were calculated in order to assess the sensors' performance. On the basis of the results of the study, it was possible to determine the choice of the adequate sensor for this specific use. The study showed that the best characteristics for this experiment conditions had the Garmin LIDAR-Lite V3HP sensor and the Bosch Sensortech BME280 that combined air humidity, atmospheric pressure, and air temperature sensor.
Publisher
Centre for Evaluation in Education and Science (CEON/CEES)
Subject
Mechanical Engineering,Mechanics of Materials
Reference26 articles.
1. Hentschke, M. et al.: Evaluation of altitude sensors for a crop spraying drone, Drones, Vol. 2, No. 3, pp. 25, 2018.;
2. Yusuf, Y. G. and Agung, H. W.: Optimizing ultrasonic and barometric sensors for quadcopter's altitude-hold using YoHe V1.2 PID and KK V2.0 boards, in: 2016 International Seminar on Sensors, Instrumentation, Measurement and Metrology (ISSIMM), 2016, Malang, 2016, pp. 37-42.;
3. Albéri, M. et a.: Accuracy of Flight Altitude Measured with Low-Cost GNSS, Radar and Barometer Sensors: Implications for Airborne Radiometric Surveys, Sensors (Basel). Vol. 17, No. 8, pp. 1889, 2017;
4. Cherian, A., Andersh, J., Morellas, V., Papanikolopoulos, N., Mettler, B.: Autonomous altitude estimation of a UAV using a single onboard camera, in: Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 10-15.10.2009, St. Louis, MO, USA.;
5. Eynard, D. et al.: UAV altitude estimation by mixed stereoscopic vision, in: Proceedings of the IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS, 18-22.10.2010, Taipei, Taiwan.;
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