Published October 31, 2023 | Version v1
Conference paper Open

Open Datasets for Satellite Radio Resource Control

  • 1. ROR icon Centre Tecnologic De Telecomunicacions De Catalunya
  • 2. Centre Tecnològic de Telecomunicacions de Catalunya
  • 3. Centre Tecnologic de Telecomunicacions de Catalunya
  • 4. ROR icon Hispasat (Spain)

Description

In Non-Terrestrial Networks (NTN), achieving effective radio resource allocation across multi-satellite system, encompassing efficient channel and bandwidth allocation, effective beam management, power control and interference mitigation, poses significant challenges due to the varying satellite links and highly dynamic nature of user traffic. This calls for the development of an intelligent decision-making controller using Artificial Intelligence (AI) to efficiently manage resources in this complex environment. In this context, open datasets can play a crucial role in driving new advancement and facilitating research. Recognizing the significance, this paper aims to contribute the satellite communication research community by providing various open datasets that incorporate realistic traffic flow enabling a variety of uses cases. The primary objective of sharing these datasets is to facilitate the development and benchmarking of advanced resource management solutions, thereby improving the overall satellite communication systems. Furthermore, an application example focused on beam placement optimization via terminal clustering is provided. This assists in optimizing beam allocation task, enabling adaptive beamforming to effectively meet spatiotemporally varying user traffic demands and optimize resource utilization.

Files

Open Datasets for Satellite Radio Resource Control.pdf

Files (401.3 kB)

Additional details

Funding

TRANTOR – 5G+ evoluTion to mutioRbitAl multibaNd neTwORks 101081983
European Commission
6G-NTN – 6G Non Terrestrial Networks 101096479
European Commission