Transient Performance Modelling of 5G Slicing with Mixed Numerologies for Smart Grid Traffic

H. V.Kalpanie Mendis, Poul E. Heegaard, Vicente Casares-Giner, Frank Y. Li, Katina Kralevska

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

Network slicing enabled by fifth generation (5G) systems has the potential to satisfy diversified service requirements from different vertical industries. As a typical vertical industry, smart distribution grid poses new challenges to communication networks. This paper investigates the behavior of network slicing for smart grid applications in 5G radio access networks with heterogeneous traffic. To facilitate network slicing in such a network, we employ different 5G radio access numerologies for two traffic classes which have distinct radio resource and quality of service requirements. Three multi-dimensional Markov models are developed to assess the transient performance of network slicing for resource allocation with and without traffic priority. Through analysis and simulations, we investigate the effects of smart grid protection and control traffic on other types of parallel traffic sessions as well as on radio resource utilization.

Original languageEnglish
Title of host publication2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2021 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665417792
DOIs
StatePublished - 2021
Externally publishedYes
Event26th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2021 - Porto, Portugal
Duration: 25 Oct 202127 Oct 2021

Publication series

NameIEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
Volume2021-October
ISSN (Electronic)2378-4873

Conference

Conference26th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2021
Country/TerritoryPortugal
CityPorto
Period25/10/2127/10/21

Keywords

  • 5G numerologies
  • Markov modelling
  • RAN slicing
  • resource allocation
  • smart grid

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