Analysis of Propagation Characteristics in Unmanned Aerial Vehicle (UAV) System

Eni Dwi Wardihani, Tiara Nira Sari, Thomas Agung Setyawan, Hany Windri Astuti

Abstract


Unmanned Aerial Vehicle (UAV) has gained great attention to the spread of communication in civilian and military applications. UAV communication channel has its own characteristics compared to cellular and satellite systems, which are widely used. Thus, an accurate channel characterization is very important to optimize the performance and design of an efficient UAV communication system. However, several challenges exist in UAV channel modeling. For example, channel propagation characteristics of UAVs are still less explored. Therefore, this research discusses the propagation characteristics of UAV communication systems. Due to the limitation of the measurement tools, the propagation characteristics identified in this research was the pathloss coefficient value and optimum height based on the value of Received Signal Strength Indicator (RSSI) measurement results at different distance and heights. The link communication used 433 MHz telemetry. The results of pathloss coefficient at heights of 10 m, 20 m, and 30 m are 1.56 m, 1.77 m, and 1.99 m. While the results of the optimum height of 10 m, 20 m, and 30 m are 1.39 m, 1.32 m, and 1.47 m.

Keywords


Hexacopter; optimum height; pathloss coefficient; propagation

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References


F. Ahmed, J. C. Mohanta, A. Keshari, and P. S. Yadav, “Recent Advances in Unmanned Aerial Vehicles: A Review,†Arab. J. Sci. Eng., vol. 47, no. 7, pp. 7963–7984, 2022, doi: 10.1007/s13369-022-06738-0.

N. Delavarpour, C. Koparan, J. Nowatzki, S. Bajwa, and X. Sun, “A technical study on UAV characteristics for precision agriculture applications and associated practical challenges,†Remote Sens., vol. 13, no. 6, pp. 1–25, 2021, doi: 10.3390/rs13061204.

Hildanus, S. D. Tarigan, K. Murtilaksono, and B. Barus, “Mapping Land Use and Land Cover in the Upper Ciliwung Watershed Using Landsat Tree Cover (TC) Data,†Int. J. Adv. Sci. Eng. Inf. Technol., vol. 11, no. 6, pp. 2247–2253, 2021, doi: 10.18517/ijaseit.11.6.15712.

S. A. H. Mohsan, M. A. Khan, F. Noor, I. Ullah, and M. H. Alsharif, “Towards the Unmanned Aerial Vehicles (UAVs): A Comprehensive Review,†Drones, vol. 6, no. 6, pp. 1–27, 2022, doi: 10.3390/drones6060147.

D. Lesmana, Y. Permana, B. Santoso, and A. Infantono, “Military Drone Applications by Using Indonesian Defense Equipment for Over the Horizon Operations,†Pros. Semin. Nas. Sains Teknol. dan Inov. Indones., vol. 3, no. November, pp. 1–10, 2021, doi: 10.54706/senastindo.v3.2021.149.

R. Masroor, M. Naeem, and W. Ejaz, “Resource management in UAV-assisted wireless networks: An optimization perspective,†Ad Hoc Networks, vol. 121, no. June, p. 102596, 2021, doi: 10.1016/j.adhoc.2021.102596.

V. Papić, P. Šolić, A. Milan, S. Gotovac, and M. Polić, “High-resolution image transmission from uav to ground station for search and rescue missions planning,†Appl. Sci., vol. 11, no. 5, pp. 1–19, 2021, doi: 10.3390/app11052105.

A. Achmad, I. S. Areni, E. Palantei, A. D. Achmad, and Muliadi, “IoT Network of Sensor Array for Intrusion Detection and Diagnosis of Electrical Systems,†Int. J. Adv. Sci. Eng. Inf. Technol., vol. 12, no. 2, pp. 446–452, 2022, doi: 10.18517/ijaseit.12.2.13656.

Alfiandy, M. T. Suprayogi, Nurwulan F, and M. Pfis, “Iot (Internet of Things) Navigasi Drone Berdasarkan Waypoint Iot (Internet of Things) Navigation Drone Based on Waypoint,†e-Proceeding Eng., vol. 8, no. 2, pp. 1–8, 2021.

M. Samy, K. Amer, M. Shaker, and M. ElHelw, “Drone Path-Following in GPS-Denied Environments using Convolutional Networks,†arXiv, vol. abs/1905, no. 01658, pp. 1–7, 2019.

D. Hanto et al., “A Simple and Cost-Effective Physical Distancing Violation Detector Using a Rotating Time of Flight Lidar,†Int. J. Adv. Sci. Eng. Inf. Technol., vol. 12, no. 3, pp. 1073–1079, 2022.

Y. LIU, X. ZHANG, Y. ZHANG, and X. GUAN, “Collision free 4D path planning for multiple UAVs based on spatial refined voting mechanism and PSO approach,†Chinese J. Aeronaut., vol. 32, no. 6, pp. 1504–1519, 2019, doi: 10.1016/j.cja.2019.03.026.

B. Wei, H. Song, J. Katto, and T. Kikkawa, “RSSI-CSI Measurement and Variation Mitigation with Commodity WiFi Device,†arXiv, vol. 2203, no. 12888, pp. 1–9, 2022.

S. Li, S. Welsen, and V. Brusic, “Multi-AP and Test Point Accuracy of the Results in WiFi Indoor Localization,†Sensors, vol. 22, no. 10, pp. 1–19, 2022, doi: 10.3390/s22103709.

S. K. Sahoo and P. K. Behera, “Path Loss-A Parameter that Affects Channel Performance in Mobile Communication,†Natl. J. Comput. Sci. Technol., vol. 3, no. 2, pp. 34–36, 2020.

S. Naghdi and K. O. Keefe, “Detecting and Correcting for Human Obstacles in BLE Trilateration Using Artificial Intelligence,†sensors, vol. 20, no. 1350, pp. 1–17, 2020.

S. Yucer et al., “RSSI-based Outdoor Localization with Single Unmanned Aerial Vehicle,†ArXiv, vol. abs/2004, no. 10083, pp. 1–6, 2020.

A. A. Segun, F. I. Isaac, and À. George, “Effects of Building Materials and Structures on Indoor Path Loss of Very High Frequency Radio Wave,†Am. J. Eng. Res., vol. 11, no. 02, pp. 73–80, 2022.

J. Isabona and A. L. Imoize, “Terrain-based adaption of propagation model loss parameters using non-linear square regression,†J. Eng. Appl. Sci., vol. 68, no. 1, pp. 1–19, 2021, doi: 10.1186/s44147-021-00035-7.

J. Gomez-Rojas, B. Medina-Delgado, and W. Palacios-Alvarado, “Diffuse scattering and physical optics in the propagation of electromagnetic waves applied to mobile communications,†J. Phys. Conf. Ser., vol. 2102, no. 1, pp. 1–6, 2021, doi: 10.1088/1742-6596/2102/1/012009.

W. Khawaja, I. Guvenc, and D. Matolak, “UWB Channel Sounding and Modeling for UAV Air-to-Ground Propagation Channels,†in IEEE Globecom Conference, 2016, pp. 1–7.

A. Kachroo et al., “Unmanned Aerial Vehicle-to-Wearables (UAV2W) Indoor Radio Propagation Channel Measurements and Modeling,†IEEE Access, vol. 7, pp. 73741–73750, 2019, doi: 10.1109/ACCESS.2019.2920103.

W. Khawaja, O. Ozdemir, F. Erden, I. Guvenc, and D. W. Matolak, “Ultra-Wideband Air-to-Ground Propagation Channel Characterization in an Open Area,†IEEE Trans. Aerosp. Electron. Syst., vol. 56, no. 6, pp. 4533–4555, 2020, doi: 10.1109/TAES.2020.3003104.

A. U. Darajat, M. Komarudin, and S. R. S, “Sistem Telemetri Unmanned Aerial Vehicle (UAV) BERBASIS Inertial Measurement Unit (IMU),†Electr. J. Rekayasa dan Tek. Elektro, vol. 6, no. 3, pp. 169–177, 2012.

J. Harley, “Advanced Con Guration Monitoring The Link Quality,†Sik Radio, 2018. .

A. Goldsmith, Wireless Communications. 2005.

E. E. Papadopoulou, C. Vasilakos, N. Zouros, and N. Soulakellis, “DEM-based UAV flight planning for 3D mapping of geosites: The case of olympus tectonic window, Lesvos, Greece,†ISPRS Int. J. Geo-Information, vol. 10, no. 8, pp. 1–19, 2021, doi: 10.3390/ijgi10080535.

Metageek, “Acceptable Signal Stregths,†[Online’. .

M. Ayad, R. Alkanhel, K. Saoudi, M. Benziane, S. Medjedoub, and S. S. M. Ghoneim, “Evaluation of Radio Communication Links of 4G Systems,†Sensors, vol. 22, no. 10, p. 3923, 2022, doi: 10.3390/s22103923.

M. Pinem, M. Zulfin, I. V. Sari, and S. I. Rezkika, “Parameter Analysis of Semi Deterministic Pathloss against Soft Handover Performance in Mobile Communication,†in Proceedings of the International Conference of Science, Technology, Engineering, Environmental and Ramification Researches (ICOSTEERR 2018), 2020, no. Icosteerr 2018, pp. 243–247, doi: 10.5220/0010080502430247.

R. Shrestha et al., “The effect of angular dispersion on THz data transmission,†Sci. Rep., vol. 12, no. 10971, pp. 1–9, 2022, doi: 10.1038/s41598-022-15191-w.

V. O. A. Akpaida, F. I. Anyasi, S. I. Uzairue, and A. I. Idim, “Determination of an Outdoor Path Loss Model and Signal Penetration Level in Some Selected Modern Residential and Office Apartments in Ogbomosho, Oyo State, Nigeria,†J. Eng. Res. Reports, pp. 1–25, 2018, doi: 10.9734/jerr/2018/v1i29804.

J. H. Goh, A. Shaw, and A. I. Al-Shamma’A, “Line-of-Sight Underwater Wireless Communication System,†Sci. Res. J., vol. 178, no. Vii, pp. 12–30, 2020, doi: 10.1088/1742-6596/178/1/012029.

W. Khawaja, I. Guvenc, D. W. Matolak, U. C. Fiebig, and N. Schneckenburger, “A Survey of Air-to-Ground Propagation Channel Modeling for Unmanned Aerial Vehicles,†IEEE Commun. Surv. Tutorials, vol. 21, no. 3, pp. 2361–2391, 2019, doi: 10.1109/COMST.2019.2915069.

D. L. Leite, P. J. Alsina, M. M. d. M. Campos, V. A. de Sousa, and A. A. M. de Medeiros, “Unmanned aerial vehicle propagation channel over vegetation and lake areas: First-and second-order statistical analysis,†Sensors, vol. 22, no. 1, pp. 1–18, 2022, doi: 10.3390/s22010065.

I. F. Kenmogne, V. Drevelle, and E. Marchand, “Using Constraint Propagation for Cooperative UAV Localization from Vision and Ranging,†Stud. Syst. Decis. Control, vol. 276, pp. 133–138, 2020, doi: 10.1007/978-3-030-40814-5_16.




DOI: http://dx.doi.org/10.18517/ijaseit.13.6.18287

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