Analysis of Fuzzy Network Selection Algorithm for Heterogeneous Wireless Mobile Networks

T. Thumthawatworn, K. Nongpong, Pawut Satitsuksanoh
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Abstract

Over the last couple of years, the recent pandemic rendered work operations to be mobile and relied heavily on real-time and traffic-intensive applications such as online classrooms and meetings. Since our working life requires seamless mobility and stable wireless connectivity, heterogeneous wireless networks gain more attention as key infrastructures to fulfill communication needs. Intelligent handover decision deems necessary to select the appropriate wireless network. An intelligent mechanism such as fuzzy logic proves to enhance such decision-making. Different membership functions used in a fuzzy inference system contribute to different network selection performances. This work evaluates different fuzzy membership functions, hence appropriate membership functions can be used in the design of fuzzy-based network selection mechanisms for heterogeneous wireless networks.
异构无线移动网络模糊网络选择算法分析
在过去几年中,最近的大流行使工作业务变得移动化,并严重依赖实时和流量密集型应用程序,如在线教室和会议。由于我们的工作生活需要无缝移动和稳定的无线连接,异构无线网络作为满足通信需求的关键基础设施受到越来越多的关注。智能切换决策认为有必要选择合适的无线网络。事实证明,模糊逻辑等智能机制可以增强此类决策。在模糊推理系统中使用不同的隶属函数会导致不同的网络选择性能。本文对不同的模糊隶属度函数进行了评估,从而为异构无线网络的模糊网络选择机制设计提供了合适的隶属度函数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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