Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network

Jing Huang, Zihao You, I-Tai Lu

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

Abstract

Validated by Mote Carlo simulations, a 2D-Markov chain model is proposed for analyzing the throughput of a simplified LTE system. User scheduling strategy for maximizing the sum throughput in a heterogeneous network consisting of LTE and WiFi systems is obtained using the proposed LTE's 2D-Markov chain model and a previously developed WiFi's 2D-Markov chain model.

Original languageEnglish (US)
Title of host publication2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538638873
DOIs
StatePublished - Aug 3 2017
Event2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017 - Farmingdale, United States
Duration: May 5 2017 → …

Other

Other2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017
CountryUnited States
CityFarmingdale
Period5/5/17 → …

Fingerprint

Markov chains
local thermodynamic equilibrium
Heterogeneous networks
Markov processes
Throughput
scheduling
Scheduling
simulation

Keywords

  • 2D Markov Model
  • Heterogeneous Network
  • LTE
  • user strategy
  • WiFi

ASJC Scopus subject areas

  • Artificial Intelligence
  • Instrumentation
  • Software
  • Computer Science Applications
  • Renewable Energy, Sustainability and the Environment

Cite this

Huang, J., You, Z., & Lu, I-T. (2017). Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network. In 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017 [8001974] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/LISAT.2017.8001974

Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network. / Huang, Jing; You, Zihao; Lu, I-Tai.

2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 8001974.

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

Huang, J, You, Z & Lu, I-T 2017, Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network. in 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017., 8001974, Institute of Electrical and Electronics Engineers Inc., 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017, Farmingdale, United States, 5/5/17. https://doi.org/10.1109/LISAT.2017.8001974
Huang J, You Z, Lu I-T. Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network. In 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc. 2017. 8001974 https://doi.org/10.1109/LISAT.2017.8001974
Huang, Jing ; You, Zihao ; Lu, I-Tai. / Maximizing throughput using 2D-Markov models for LTE and WiFi heterogeneous network. 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc., 2017.
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