异构网络的综合博弈论-灰色关联分析切换方法

Mohanad Alhabo, N. Nawaz, Omer Waqar
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引用次数: 1

摘要

提出了一种结合博弈论和灰色关联分析的密集小蜂窝异构网络切换方法。在应用灰色关联分析技术之前,先利用博弈论优化基站的发射功率。游戏的收益函数包含效用和成本函数。博弈通过达到纳什均衡来解决我们在数学上证明了它的存在。然后使用灰色关联分析在切换前对小单元进行排序。结果表明,该方法在不必要切换、切换失败、平均小小区吞吐量和平均小小区负载方面都优于传统方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated Game Theoretic-Grey Relational Analysis Handover Method for Heterogeneous Networks
In this paper, an integrated game theoretic and grey relational analysis handover method for dense small cell-heterogeneous networks is proposed. The game theory is deployed to optimize the transmission power of the base stations before applying the grey relational analysis technique. The payoff function of the game contains utility and cost functions. The game is solved by reaching the Nash equilibrium where we mathematically proved the existing of it. The grey relational analysis is then used to rank the small cells prior to handover. Results show that the proposed method outperformed the conventional method in terms of unnecessary handover, handover failure, average small cell throughput and average small cell load.
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