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A Quality-Aware Fuzzy-Logic-Based Vertical Handover Decision Algorithm for Device-to-Device Communication

机译:基于质量的模糊逻辑的设备间通信垂直切换决策算法

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摘要

Device-to-device (D2D) communication is expected to play a significant role in the fifth-generation (5G) networks. To support seamless mobility and service continuity, the device(s) undergoing D2D communication should be handed over to the best access network among all the available wireless access networks. A seamless vertical handover (VHO) across the heterogeneous wireless networks is the key enabling solution for achieving the seamless service continuity and mobility. The VHO algorithm should be intelligent, and the decisions should also consider the quality requirements other than the conventional received signal strength (RSS). In this work, a two-stage fuzzy-logic-based VHO decision algorithm is developed to select suitable access network based on the quality-of-service requirements. The quality parameters like data rate and latency are given as the fuzzy inputs along with RSS. The resource availability check is also carried out for the target network, which makes the decision more intelligent. The simulation results show that the proposed scheme offers better performance than the traditional multi-attribute decision-making schemes.
机译:设备到设备(D2D)通信有望在第五代(5G)网络中发挥重要作用。为了支持无缝移动性和服务连续性,正在进行D2D通信的设备应切换到所有可用无线接入网络中的最佳接入网络。跨异构无线网络的无缝垂直切换(VHO)是实现无缝服务连续性和移动性的关键启用解决方案。 VHO算法应该是智能的,并且决策还应该考虑质量要求,而不是常规的接收信号强度(RSS)。在这项工作中,开发了一种基于模糊逻辑的两阶段VHO决策算法,以根据服务质量要求选择合适的接入网络。像数据速率和等待时间这样的质量参数与RSS一起作为模糊输入给出。还针对目标网络执行资源可用性检查,这使决策更加智能。仿真结果表明,该方案比传统的多属性决策方案具有更好的性能。

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