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, Türkiye, 5 - 08 Temmuz 2023 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu59756.2023.10224031
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: 5G, smart city, electricity distribution, small cells, machine learning
  • Eskişehir Osmangazi Üniversitesi Adresli: Evet

Özet

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.