Multi-criteria Vertical Handover by TOPSIS and fuzzy logic

M. Alkhawlani, K. Alsalem, A. Hussein
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引用次数: 30

Abstract

In the next generation heterogeneous wireless networks, a user with a multi-interface terminal may have network access from different service providers using various technologies. Vertical Handover (VHO) is the capability to switch on-going connections from one Radio Access Network (RAN) to another. This switching is based on the discovered accesses, QoS constraints, operator policies, user preferences and available system capacity and utilization. Optimizing the VHO process is an important issue of research, which leads to reduction of network signalling and mobile device power loss and on the other hand improves network quality of service (QoS) and grade of service (GoS). In this paper, a decision support system is developed to address the VHO problem. This system combines fuzzy logic and TOPSIS, a MCDM algorithm, to the problem of VHO. This combination decreases the influence of the dissimilar, imprecise, and contradictory measurements for the VHO criteria coming from different sources. A performance analysis is done and results are compared with traditional algorithms for VHO. These results demonstrate a significant improvement with our developed algorithm.
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基于TOPSIS和模糊逻辑的多准则垂直切换
在下一代异构无线网络中,具有多接口终端的用户可以使用各种技术从不同的服务提供者获得网络访问。垂直切换(VHO)是将正在进行的连接从一个无线接入网(RAN)切换到另一个无线接入网的能力。这种交换基于发现的访问、QoS约束、运营商策略、用户偏好和可用的系统容量和利用率。优化VHO过程是一个重要的研究课题,一方面可以减少网络信令和移动设备的功率损耗,另一方面可以提高网络的服务质量(QoS)和服务等级(GoS)。本文开发了一个解决VHO问题的决策支持系统。该系统将模糊逻辑与MCDM算法TOPSIS相结合来解决VHO问题。这种组合减少了来自不同来源的VHO标准的不同、不精确和相互矛盾的测量的影响。对该算法进行了性能分析,并与传统的VHO算法进行了比较。这些结果表明我们开发的算法有了显著的改进。
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