Energy Efficient Optimization of Base Station Density for VLC Networks

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper focuses on the development of energy efficient visible light communication (VLC) networks. More specifically, since the quality-of-service and energy cost are key parameters in designing energy efficient networks, this paper optimizes the VLC base station (BS) density to minimize the area power consumption (APC) under an outage probability constraint. Using stochastic geometry, approximations of the outage probability of VLC networks are first introduced. The derived approximations are applicable to an arbitrary field-of-view at photodiodes and present low computational complexities. Leveraging the derived analytical results, a low complexity algorithm to find the VLC BS density that minimizes the APC of VLC networks is then proposed. The numerical simulations corroborate the tightness of the approximations on the outage probability and confirm that the proposed algorithm exhibits almost identical performance as the algorithm that exhaustively searches the optimal BS density.

Original languageEnglish
Title of host publication2019 IEEE International Conference on Communications, ICC 2019 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538680889
DOIs
Publication statusPublished - 1 May 2019
Event2019 IEEE International Conference on Communications, ICC 2019 - Shanghai, China
Duration: 20 May 201924 May 2019

Publication series

NameIEEE International Conference on Communications
Volume2019-May
ISSN (Print)1550-3607

Conference

Conference2019 IEEE International Conference on Communications, ICC 2019
CountryChina
CityShanghai
Period20/5/1924/5/19

Fingerprint

Base stations
Telecommunication networks
Outages
Electric power utilization
Photodiodes
Computational complexity
Quality of service
Visible light communication
Geometry
Computer simulation
Costs

Keywords

  • energy efficiency
  • network architecture optimization
  • outage probability
  • stochastic geometry
  • Visible light communication

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Kong, H. B., Muhammad, M. I., Serpedin, E., & Qaraqe, K. (2019). Energy Efficient Optimization of Base Station Density for VLC Networks. In 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings [8762064] (IEEE International Conference on Communications; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC.2019.8762064

Energy Efficient Optimization of Base Station Density for VLC Networks. / Kong, Han Bae; Muhammad, Muhammad Ismail; Serpedin, Erchin; Qaraqe, Khalid.

2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. 8762064 (IEEE International Conference on Communications; Vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kong, HB, Muhammad, MI, Serpedin, E & Qaraqe, K 2019, Energy Efficient Optimization of Base Station Density for VLC Networks. in 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings., 8762064, IEEE International Conference on Communications, vol. 2019-May, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Conference on Communications, ICC 2019, Shanghai, China, 20/5/19. https://doi.org/10.1109/ICC.2019.8762064
Kong HB, Muhammad MI, Serpedin E, Qaraqe K. Energy Efficient Optimization of Base Station Density for VLC Networks. In 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. 8762064. (IEEE International Conference on Communications). https://doi.org/10.1109/ICC.2019.8762064
Kong, Han Bae ; Muhammad, Muhammad Ismail ; Serpedin, Erchin ; Qaraqe, Khalid. / Energy Efficient Optimization of Base Station Density for VLC Networks. 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. (IEEE International Conference on Communications).
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