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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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 |
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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 |