模糊TOPSIS在覆盖网络系统属性加权中的应用

F. Kaleem, A. Mehbodniya, K. Yen, F. Adachi
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引用次数: 7

摘要

全球漫游和高质量无线通信,正在成为现实。这主要是由于无线通信的最新技术进步,它包括广泛的技术和应用,以满足终端用户在不同部署场景(蓝牙、Wi-Fi、WiMAX和3G/4G蜂窝系统)中的特定需求。在这种异构无线环境中,提供高效泛在计算的关键因素之一是设计智能切换算法,选择最优的目标网络。本文提出了一种设计和实现异构无线网络多标准垂直切换决策算法的新方法,以实现无缝移动性,同时最大限度地提高终端用户的满意度。首先提出了系统参数的加权方案,然后提出了两个重要的模块。第一个模块估计切换的必要性,另一个模块使用FTOPSIS排序算法选择未来连接的最佳网络。我们的方案的性能通过一个示例性部署场景和模拟单个用户场景的实际异构无线环境来说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of fuzzy TOPSIS for weighting the system attributes in overlay networks
Global roaming and high-quality wireless communication, is now becoming a reality. This is mainly due to recent technological advances in wireless communications which consist of a wide range of technologies and applications to fulfill the particular needs of end-users in different deployment scenarios (Bluetooth, Wi-Fi, WiMAX, and 3G/4G cellular systems). In such a heterogeneous wireless environment, one of the key ingredients to provide efficient ubiquitous computing is the design of intelligent handoff algorithms which select the optimal target network. This paper presents a novel approach for the design and implementation of a multi-criteria vertical handoff decision algorithm for heterogeneous wireless networks to achieve seamless mobility while maximizing end-users' satisfaction. A weighting scheme is first proposed for the system parameters and consequently, two important modules are proposed. The first module estimates the necessity of handoffs and the other module selects the best network for future connection using a FTOPSIS ranking algorithm. Performance of our scheme is illustrated by an exemplary deployment scenario and also by simulating a practical heterogeneous wireless environment for a single user scenario.
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