Evaluation of communication system selection applying AHP algorithm in heterogeneous wireless networks

M. Sasaki, A. Yamaguchi, K. Yamazaki, Y. Imagaki
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引用次数: 12

Abstract

In this paper, we conducted an experiment using a PC to evaluate the proposed novel selection policy for a communication system in heterogeneous wireless networks. It entailed the use of an analytic hierarchy process (AHP) algorithm that took the mobility of the user terminals into account. In particular, the AHP algorithm demonstrated an excellent improvement in overall performance with existing wireless systems. We confirmed the performance improvement by applying the AHP under the conditions where Wi-Fi and WiMAX were operating in heterogeneous wireless networks. The experimental results showed that the proposed policy using AHP provided a total amount of uploaded data that was 1.3-fold higher than WiMAX, 1.28-fold higher than Wi-Fi and 1.14-fold higher than conventional modes. AHP also provided almost full connection duration.
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基于AHP算法的异构无线网络通信系统选择评估
在本文中,我们使用PC机进行了实验,以评估在异构无线网络中提出的新的通信系统选择策略。它需要使用层次分析法(AHP)算法,该算法将用户终端的移动性考虑在内。特别是,AHP算法在现有无线系统的整体性能上有了很好的改进。我们通过在Wi-Fi和WiMAX在异构无线网络中运行的情况下应用AHP来确认性能改进。实验结果表明,采用AHP的策略提供的上传数据总量比WiMAX高1.3倍,比Wi-Fi高1.28倍,比传统模式高1.14倍。AHP还提供了几乎完整的连接持续时间。
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