Emil M. Akhmedov
National Aerospace Agency, Baku, Azerbaijan
DOI: 10.36724/2664-066X-2025-11-3-7-12
SYNCHROINFO JOURNAL. Volume 11, Number 3 (2025). P. 7-12.
Abstract
This article is devoted to optimizing the data collection mode using UAVs from ground-based measurement network sensors. The problem of optimizing data collection from clustered ground-based sensors using a UAV swarm is formulated and solved. It is shown that the data collection rate can be maximized when there is a direct linear relationship between the bandwidth of the UAV data reception channel and the intensity of white Gaussian noise in the receiving channel.
Keywords: measuring sensors, data collection, UAVs, data collection speed
References
[1] H. Ahmed, N. Nasir, “Drone patrolling applications, challenges and its future: a review,” Vol. XX. 2017.
[2] X. Chen, B. Hopkins, H. Wang, L. Oneill, F. Afghah, A. Razi, P. Fule, “Wildland fire detection and monitoring using a drone-collected RGB/IR image dataset,” IEEE Access. Vol. 10. 2022.
[3] Ehret and Michael, “The zero marginal cost society: The internet of things, the collaborative commons, and the eclipse of capitalism,” The Journal of Sustainable Mobility, vol. 2, no. 2, pp. 67-70, 2015.
[4] Z. Wei, M. Zhu, N. Zhang, L. Wang, Y. Zou, Z. Meng, Z. Feng, “UAV assisted data collection for internet of things: A survey,” Nov. 2022.
[5] P. Tong, J. Liu, X. Wang, B. Bai, and H. Dai, “UAV-enabled age-optimal data collection in wireless sensor networks,” IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1-6, 2019.
[6] J. Zong, C. Shen, J. Cheng, J. Gong, T.-H. Chang, L. Chen, and B. Ai, “Flight time minimization via UAVS trajectory design for ground sensor data collection,”16th International Symposium on Wireless Communication Systems (ISWCS), pp. 255-259, 2019.
[7] Z. Wei, X. Liu, C. Han, and Z. Feng, “Neighbor discovery for unmanned aerial vehicle networks,” IEEE Access, vol. 6, pp. 68 288-68 301, 2018.
[8] S. Poudel and S. Moh, “Medium access control protocols for unmanned aerial vehicle-aided wireless sensor networks: A survey,” IEEE Access, vol. 7, pp. 65 728-65 744, 2019.
[9] J. Baek, S. I. Han, and Y. Han, “Optimal UAV route in wireless charging sensor networks,” IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1327-1335, 2020.
[10] C. M. de A. Lima, E. A. da Silva, and P. B. Velloso, “Performance evaluation of 802.11 IoT devices for data collection in the forest with drones,” IEEE Global Communications Conference (GLOBECOM), pp. 1-7,2018.
[11] Z. Wei, H. Wu, S. Huang, and Z. Feng, “Scaling laws of 21unmanned aerial vehicle network with mobility pattern information,” IEEE Communications Letters, vol. 21, no. 6, pp. 1389-1392, 2017.
[12] J. Grigulo and L. B. Becker, “Experimenting sensor nodes localization in WSN with UAV acting as mobile agent,” IEEE 23rd International Conference on E-merging Technologies and Factory Automation (ETFA), vol. 1, pp. 808-815, 2018.
[13] A. Filippone, “Flight performance of fixed and rotary wing aircraft,” CA, 2006.
[14] J. Wang, C. Jiang, Z. Wei, C. Pan, H. Zhang, and Y. Ren, “Joint UAV hovering altitude and power control for space-air-ground IoT networks,” IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1741-1753, 2019.
[15] M. B. Ghorbel, D. Rodrguez-Duarte, H. Ghazzai, M. J.Hossain, and H. Menouar, “Joint position and travelpath optimization for energy efficient wireless datagathering using unmanned aerial vehicles,” IEEE Transactions on Vehicular Technology, vol. 68, no. 3, pp. 2165-2175, 2019.
[16] C. Zhan and Y. Zeng, “Completion time minimization for multi-UAV-enabled data collection,” IEEE Transactions on Wireless Communications, vol. 18, no. 10, pp.4859-4872, 2019.