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Nash bargaining approach for fair and efficient LTE-WiFi aggregationoa mark
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Publication Year
2019-01-01
Publisher
Institute of Electrical and Electronics Engineers Inc.
Citation
IEEE Access, Vol.7, pp.117176-117187
Keyword
Kalai-Smorodinsky solutionLWANash bargaining gameUser segment
Mesh Keyword
Decision making processInformation exchangesNash bargaining gameNetwork simulatorsResource utilizationsTraditional approachesTraffic generationUser characteristics
All Science Classification Codes (ASJC)
Computer Science (all)Materials Science (all)Engineering (all)Electrical and Electronic Engineering
Abstract
As the demand for mobile traffic is growing, radio frequency bandwidths often become insufficient for guaranteeing specific performance. Utilizing unlicensed 5 GHz broadband bandwidths, the LWA system enables the synergistic use of LTE and WiFi systems based on link aggregation techniques, without critical deterioration of service quality. This provides considerable benefits to the mobile operators when they successfully operate two networks and maintain an optimal balance in managing network resources. This study addresses balancing and fairness for newly emerging LWA systems. In particular, we develop a two-stage LWA access framework based on the Nash bargaining game. The framework further improves fairness and efficiency in the LTE-WiFi resource utilization by incorporating user segmentations on the basis of user characteristics, such as service contract and usage patterns. Extensive experiments using a network simulator with an NS-3 unlicensed band produce good performance in terms of fairness and efficiency. The proposed scheme demonstrates better outcomes compared to the existing methods while concurrently using radio resources in the LWA system in a fair manner. Moreover, our approach presents a simple and fast decision-making process and requires simple user profilesficontract status and traffic generation history. Therefore, the proposed scheme is far lighter and more fiexible than traditional approaches that require extensive information exchanges between heterogeneous networks.
ISSN
2169-3536
Language
eng
URI
https://dspace.ajou.ac.kr/dev/handle/2018.oak/31254
DOI
https://doi.org/10.1109/access.2019.2936857
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Type
Article
Funding
This work was supported in part by a grant from the Institute for Information and Communications Technology Promotion (IITP) funded by the Korean Government (Ministry of Science and Information Technology) (Versatile Network System Architecture for Multi-Dimensional Diversity) under Grant 2016000160, and in part by the National Research Foundation of Korea (NRF) grant funded by the Korean Government (Ministry of Science and Information Technology) under Grant NRF-2017R1A2B1009709.
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Kim, Jae-Hoon김재훈
Department of Industrial Engineering
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