5G Small Cell Transmission Point Density Planning

YAZAR A., DENİZ N., Kaya C., Camas R. E., Unal R., Atilla N. E.

31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Turkey, 5 - 08 July 2023, (Full Text) identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/siu59756.2023.10224031
  • City: İstanbul
  • Country: Turkey
  • Keywords: 5G, smart city, electricity distribution, small cells, machine learning
  • Eskisehir Osmangazi University Affiliated: Yes

Abstract

One of the enabling technologies in the development process of 5th Generation (5G) cellular communications systems is small cell transmission points. Electricity poles are at the forefront of places where small cell transmission points, which are a technology complementary to millimeter wave communication, can be placed quickly. In this study, a novel machine learning-based approach has been developed to determine the density of 5G small cell transmission points that are placed on electricity poles in smart cities. In addition, exemplary field applications of this approach are provided.