Detail publikace

Enhancing Wireless Connectivity Through Bayesian-Optimized UAV-BS Positioning and Charging

KIRUBAKARAN, B. HOŠEK, J.

Originální název

Enhancing Wireless Connectivity Through Bayesian-Optimized UAV-BS Positioning and Charging

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Enhancing wireless network coverage in densely populated urban environments poses a significant challenge due to high-rise buildings and intricate topographical features obstructing signal propagation. To augment network coverage in challenging areas, our paper proposes the utilization of Unmanned Aerial Vehicles Base Stations (UAV-BSs) as dynamic communication relays. By employing Bayesian optimization, we strategically position UAV-BSs to extend signal coverage to regions inadequately served by traditional cellular infrastructure. An essential contribution of our approach lies in integrating diverse urban elements for UAV-BS recharging, encompassing the utilization of transformer lines, adapting customized balconies, and exploiting cellular infrastructure rooftops. These various recharging locations considerably extend the operational duration of UAV-BSs. Through extensive simulations, we demonstrate that our approach ensures a remarkable percentage increase in UAV-BS operating time and significantly enhances network connectivity for areas with high user density and traffic demand. Further, underscoring the practicality of our solution in addressing the complex challenges of urban wireless communication, this research represents a significant advancement in UAV-BS-assisted network capacity enhancement, offering a scalable and efficient solution for densely populated urban areas.

Klíčová slova

Bayesian Optimization, Online Gaming, Chess, Unmanned Aerial Vehicles,Urban Communications,Recharging.

Autoři

KIRUBAKARAN, B.; HOŠEK, J.

Vydáno

26. 5. 2024

Nakladatel

Springer, Cham

Místo

Dubai, United Arab Emirates

ISBN

978-3-031-60994-7

Kniha

Internet of Things, Smart Spaces, and Next Generation Networks and Systems

Edice

1

ISSN

0302-9743

Periodikum

Lecture Notes in Computer Science

Ročník

14542

Stát

Spolková republika Německo

Strany od

71

Strany do

86

Strany počet

16

URL

https://link.springer.com/chapter/10.1007/978-3-031-60994-7_7

BibTex

@inproceedings{BUT188694,
  author="Balaji {Kirubakaran} and Jiří {Hošek}",
  title="Enhancing Wireless Connectivity Through Bayesian-Optimized UAV-BS Positioning and Charging",
  booktitle="Internet of Things, Smart Spaces, and Next Generation Networks and Systems",
  year="2024",
  series="1",
  journal="Lecture Notes in Computer Science",
  volume="14542",
  pages="71--86",
  publisher="Springer, Cham",
  address="Dubai, United Arab Emirates",
  doi="10.1007/978-3-031-60994-7\{_}7",
  isbn="978-3-031-60994-7",
  issn="0302-9743",
  url="https://link.springer.com/chapter/10.1007/978-3-031-60994-7_7"
}