Cargando…

Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach

Licensed Assisted Access (LAA) is considered one of the latest groundbreaking innovations to provide high performance in future 5G. Coexistence schemes such as Listen Before Talk (LBT) and Carrier Sensing and Adaptive Transmission (CSAT) have been proven to be good methods to share spectrums, and th...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Yan, Xu, Shaoyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512651/
https://www.ncbi.nlm.nih.gov/pubmed/33265179
http://dx.doi.org/10.3390/e20020088
_version_ 1783586207433752576
author Li, Yan
Xu, Shaoyi
author_facet Li, Yan
Xu, Shaoyi
author_sort Li, Yan
collection PubMed
description Licensed Assisted Access (LAA) is considered one of the latest groundbreaking innovations to provide high performance in future 5G. Coexistence schemes such as Listen Before Talk (LBT) and Carrier Sensing and Adaptive Transmission (CSAT) have been proven to be good methods to share spectrums, and they are WiFi friendly. In this paper, a modified LBT-based CSAT scheme is proposed which can effectively reduce the collision at the moment when Long Term Evolution (LTE) starts to transmit data in CSAT mode. To make full use of the valuable spectrum resources, the throughput of both LAA and WiFi systems should be improved. Thus, a two-layer Coalition-Auction Game-based Transaction (CAGT) mechanism is proposed in this paper to optimize the performance of the two systems. In the first layer, a coalition among Access Points (APs) is built to balance the WiFi stations and maximize the WiFi throughput. The main idea of the devised coalition forming is to merge the light-loaded APs with heavy-loaded APs into a coalition; consequently, the data of the overloaded APs can be offloaded to the light-loaded APs. Next, an auction game between the LAA and WiFi systems is used to gain a win–win strategy, in which, LAA Base Station (BS) is the auctioneer and AP coalitions are bidders. Thus, the throughput of both systems are improved. Simulation results demonstrate that the proposed scheme in this paper can improve the performance of both two systems effectively.
format Online
Article
Text
id pubmed-7512651
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75126512020-11-09 Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach Li, Yan Xu, Shaoyi Entropy (Basel) Article Licensed Assisted Access (LAA) is considered one of the latest groundbreaking innovations to provide high performance in future 5G. Coexistence schemes such as Listen Before Talk (LBT) and Carrier Sensing and Adaptive Transmission (CSAT) have been proven to be good methods to share spectrums, and they are WiFi friendly. In this paper, a modified LBT-based CSAT scheme is proposed which can effectively reduce the collision at the moment when Long Term Evolution (LTE) starts to transmit data in CSAT mode. To make full use of the valuable spectrum resources, the throughput of both LAA and WiFi systems should be improved. Thus, a two-layer Coalition-Auction Game-based Transaction (CAGT) mechanism is proposed in this paper to optimize the performance of the two systems. In the first layer, a coalition among Access Points (APs) is built to balance the WiFi stations and maximize the WiFi throughput. The main idea of the devised coalition forming is to merge the light-loaded APs with heavy-loaded APs into a coalition; consequently, the data of the overloaded APs can be offloaded to the light-loaded APs. Next, an auction game between the LAA and WiFi systems is used to gain a win–win strategy, in which, LAA Base Station (BS) is the auctioneer and AP coalitions are bidders. Thus, the throughput of both systems are improved. Simulation results demonstrate that the proposed scheme in this paper can improve the performance of both two systems effectively. MDPI 2018-01-28 /pmc/articles/PMC7512651/ /pubmed/33265179 http://dx.doi.org/10.3390/e20020088 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Yan
Xu, Shaoyi
Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title_full Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title_fullStr Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title_full_unstemmed Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title_short Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
title_sort traffic offloading in unlicensed spectrum for 5g cellular network: a two-layer game approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512651/
https://www.ncbi.nlm.nih.gov/pubmed/33265179
http://dx.doi.org/10.3390/e20020088
work_keys_str_mv AT liyan trafficoffloadinginunlicensedspectrumfor5gcellularnetworkatwolayergameapproach
AT xushaoyi trafficoffloadinginunlicensedspectrumfor5gcellularnetworkatwolayergameapproach