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Cloud Attenuation Prediction at High Frequency by Using ITU-R Model for Satellite Links in Ulaanbaatar, Mongolia


Authors : Otgonbaatar Yura; Buyankhishig Zundui; Ganbold Shagdar

Volume/Issue : Volume 11 - 2026, Issue 3 - March


Google Scholar : https://tinyurl.com/38aetn8a

Scribd : https://tinyurl.com/bhjxwpuu

DOI : https://doi.org/10.38124/ijisrt/26mar112

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.


Abstract : Satellite communication systems operating at high frequencies are significantly affected by atmospheric impairments, particularly cloud-induced attenuation. As Mongolia advances its national satellite program at the 113.6°E geostationary orbital position allocated by the International Telecommunication Union, accurate estimation of propagation losses becomes essential for reliable link design. This study evaluates cloud attenuation for C-, Ku-, and Kaband satellite links in Ulaanbaatar, Mongolia, using the internationally standardized ITU-R P.840-5 methodology. Seasonal atmospheric temperature data obtained from radiosonde measurements (2015–2020) and statistical liquid water content values were incorporated to determine the specific attenuation coefficient (Ki) and total path attenuation. Results indicate that attenuation increases significantly with frequency and is strongly influenced by seasonal temperature variations, with maximum values observed in winter due to enhanced dielectric interaction of liquid water. The Ka-band exhibits the highest sensitivity, reaching peak attenuation under high liquid water content conditions. The findings provide essential technical insight for satellite link budgeting, system reliability assessment, and sustainable satellite network planning under Mongolia’s extreme continental climate conditions.

Keywords : Cloud Attenuation, Liquid Water Content, ITU-R P.840-5

References :

  1. Mutagi, R. N. (2016). Satellite communication: Principles and applications (1st ed., pp. 42-48, 185-187). In India by Oxford University Press.
  2. Rauf, Z., Ahmed, I., Naeem, B., Muhammad, J., Naqvi, S., Umer, R., & Shahwani, H. (2020). Comparative study of cloud attenuation for millimeter wave communications. International Journal of Advanced Computer Science and Applications (IJACSA), 11(7), 478-484.https://doi.org/10.14569/IJACSA.2020.0110761
  3. Ehikhamenle, M., & Edeko, F. O. (2018). Analysis of cloud attenuation effect on satellite communication systems in Southern Nigeria. International Journal of Electronics and Communication Engineering, 12(6), 370-374. https://doi.org/10.1999/1307-6892/10009245
  4. Recommendation ITU-R P.840-5: Attenuation due to clouds and fog. ITU. Retrieved from https://www.itu.int
  5. Otgonbaatar, Yura, Rajesh Kumar Singh, Dr. Kwangcheol Shin, “System design and analysis of hybrid terrestrial and satellite network, its simulation of propagation effects for Mongolia” master dissertation, India, Feb, 2021
  6. Otgonbaatar Yura, Buyankhishig Zundui “a study on factors affecting radio wave propagation attenuation in Mongolian national satellite network” doctor dissertation, Ulaanbaatar, Mongolia, Jan, 2026

Satellite communication systems operating at high frequencies are significantly affected by atmospheric impairments, particularly cloud-induced attenuation. As Mongolia advances its national satellite program at the 113.6°E geostationary orbital position allocated by the International Telecommunication Union, accurate estimation of propagation losses becomes essential for reliable link design. This study evaluates cloud attenuation for C-, Ku-, and Kaband satellite links in Ulaanbaatar, Mongolia, using the internationally standardized ITU-R P.840-5 methodology. Seasonal atmospheric temperature data obtained from radiosonde measurements (2015–2020) and statistical liquid water content values were incorporated to determine the specific attenuation coefficient (Ki) and total path attenuation. Results indicate that attenuation increases significantly with frequency and is strongly influenced by seasonal temperature variations, with maximum values observed in winter due to enhanced dielectric interaction of liquid water. The Ka-band exhibits the highest sensitivity, reaching peak attenuation under high liquid water content conditions. The findings provide essential technical insight for satellite link budgeting, system reliability assessment, and sustainable satellite network planning under Mongolia’s extreme continental climate conditions.

Keywords : Cloud Attenuation, Liquid Water Content, ITU-R P.840-5

Paper Submission Last Date
31 - March - 2026

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