Fuzzy mathematics and game theory based D2D multicast network construction

Fuzzy mathematics and game theory based D2D multicast network construction

论文摘要

Device to device(D2 D) multi-hop communication in multicast networks solves the contradiction between high speed requirements and limited bandwidth in regional data sharing communication services. However, most networking models demand a large control overhead in eNodeB. Moreover, the topology should be calculated again due to the mobility of terminals, which causes the long delay. In this work, we model multicast network construction in D2 D communication through a fuzzy mathematics and game theory based algorithm. In resource allocation, we assume that user equipment(UE) can detect the available frequency and the fuzzy mathematics is introduced to describe an uncertain relationship between the resource and UE distributedly, which diminishes the time delay. For forming structure, a distributed myopic best response dynamics formation algorithm derived from a novel concept from the coalitional game theory is proposed, in which every UE can self-organize into stable structure without the control from eNodeB to improve its utilities in terms of rate and bit error rate(BER) while accounting for a link maintenance cost, and adapt this topology to environmental changes such as mobility while converging to a Nash equilibrium fast. Simulation results show that the proposed architecture converges to a tree network quickly and presents significant gains in terms of average rate utility reaching up to 50% compared to the star topology where all of the UE is directly connected to eNodeB.

论文目录

文章来源

类型: 期刊论文

作者: LI Zhuoming,CHEN Xing,ZHANG Yu,WANG Peng,QIANG Wei,LIU Ningqing

来源: Journal of Systems Engineering and Electronics 2019年01期

年度: 2019

分类: 信息科技,基础科学

专业: 数学,电信技术

单位: School of Electronics and Information Engineering, Harbin Institute of Technology,School of Computer Science and Technology, Harbin Institute of Technology

基金: supported by the National Science and Technology Major Project of China(2013ZX03005007-004),the National Natural Science Foundation of China(61201013,61671179)

分类号: TN929.5;O159;O225

页码: 13-21

总页数: 9

文件大小: 842K

下载量: 54

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Fuzzy mathematics and game theory based D2D multicast network construction
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