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Implementation and performance evaluation of two fuzzy-based handover systems for wireless cellular networks

机译:无线蜂窝网络中两个基于模糊的切换系统的实现和性能评估

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摘要

Wireless mobile networks and devices are becoming increasingly popular to provide users the access anytime and anywhere. We are witnessing now an unprecedented demand for wireless networks to support both data and real-time multimedia traffic. The wireless mobile systems are based on cellular approach and the area is covered by cells that overlap each other. In mobile cellular systems the handover is a very important process. Many handover algorithms are proposed in the literature. However, to make a better handover and keep the QoS in wireless networks is very difficult task. For this reason, new intelligent algorithms should be implemented to deal with this problem. In this paper, we carried out a comparison study of two handover systems based on fuzzy logic. We implement two Fuzzy-Based Handover Systems (FBHS) called FBHS1 and FBHS2. The performance evaluation via simulations shows that FBHS2 has better behavior than FBHS1 and can avoid ping-pong effect in all simulation cases.
机译:无线移动网络和设备变得越来越流行,可以随时随地为用户提供访问权限。现在,我们目睹了对无线网络的前所未有的需求,以支持数据和实时多媒体流量。无线移动系统基于蜂窝方法,并且该区域被彼此重叠的小区覆盖。在移动蜂窝系统中,切换是非常重要的过程。文献中提出了许多切换算法。然而,在无线网络中进行更好的切换并保持QoS是非常困难的任务。因此,应采用新的智能算法来解决此问题。本文对两个基于模糊逻辑的切换系统进行了比较研究。我们实现了两个基于模糊的切换系统(FBHS),分别称为FBHS1和FBHS2。通过仿真评估性能表明,FBHS2比FBHS1具有更好的性能,并且在所有仿真情况下都可以避免乒乓效应。

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  • 来源
    《Mobile Information Systems》 |2009年第4期|339-361|共23页
  • 作者单位

    Graduate School of Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan;

    rnDepartment of Information and Communication Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan;

    rnDepartment of Languages and Informatics Systems, Polytechnic University of Catalonia, Jordi Girona 1-3,08034 Barcelona, Spain;

    rnDepartment of Computer and Information Science, Indiana University Purdue University Indianapolis, 723 W. Michigan Street SL 280, Indianapolis, IN 46202, USA;

    rnDepartment of Informatics, Yamagata University, 4-3-16 Jonan, Yonezawa 992-8510, Yamagata, Japan;

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