Optimal vertical handover based on TOPSIS algorithm and utility function in heterogeneous wireless networks

M. Lahby, A. Sekkaki
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引用次数: 27

Abstract

Currently, the deployment of 4G wireless networks such as Long Term Evolution (LTE) or LTE-Advanced became a reality for different telecommunication operator's. This emergence allows the user to roam seamlessly from existing technologies such 3G or WiFi to 4G network, at anytime and anywhere. The main challenge lies in this heterogeneous networks is to determine the best access network for the end user in terms of quality of service (QoS) when the vertical handover process is needed. In this paper, we propose an optimal vertical handover approach based on multiple attributes decision making (MADM) algorithms and the utility function. The MADM algorithms are used to calculate the performance for each network according to each traffic class. Then we apply the utility function to represent the user's preferences on traffic classes to select the best access network. The simulation results demonstrate that our proposed approach can achieve a significant improvement concerning three parameters: the reversal phenomenon, the ping-pong effect and the number of handoffs failures.
基于TOPSIS算法和效用函数的异构无线网络最优垂直切换
目前,长期演进(LTE)或LTE- advanced等4G无线网络的部署已成为不同电信运营商的现实。这使得用户可以随时随地无缝地从3G或WiFi等现有技术漫游到4G网络。这种异构网络的主要挑战在于,当需要垂直切换过程时,如何根据服务质量(QoS)为最终用户确定最佳接入网。本文提出了一种基于多属性决策(MADM)算法和效用函数的最优垂直切换方法。MADM算法根据每个流量分类计算每个网络的性能。然后利用效用函数表示用户对流量类别的偏好,选择最佳接入网;仿真结果表明,本文提出的方法在反转现象、乒乓效应和切换失败次数三个参数上都有显著改善。
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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