E3S Web of Conferences (Jan 2021)

Intelligent railway transport radio communication based on neural networks

  • Kolesnikov Igor,
  • Yaronova Natalya,
  • Kurbanov Janibek,
  • Khusnidinova Nozima

DOI
https://doi.org/10.1051/e3sconf/202126405044
Journal volume & issue
Vol. 264
p. 05044

Abstract

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The article is devoted to the features of GSM-R as a basis for organizing a digital radio communication system on the railway to apply the European Integrated Radio Communication for the railways of Uzbekistan. The role of GSM-R for the interaction of digital radio communication with the European integrated system for expanding the functions of railway radio communication and safe movement of high-speed trains is shown. The article identifies the possibilities of building modern digital communication of the railway. The GSM-R communication network, its services and architecture for organizing digital communication were also defined. Recommendations on the use of GSM-R on the railway of Uzbekistan are given. It has been established that mobile communications should be a heterogeneous (heterogeneous) architecture. Also, it must have a variety of access networks that could operate in any frequency ranges.