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Application of FVIKOR method for prioritization of wireless networks with multiple attributes

机译:FVIKOR方法在多属性无线网络优先级划分中的应用

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In a highly integrated ubiquitous wireless environment, the selection of a network that can fulfill end-users' service requests while keeping their overall satisfaction at a high level, is vital. The wrong selection can lead to undesirable conditions such as unsatisfied users, weak Quality of Service (QoS), network congestions, dropped and/or blocked calls, and wastage of valuable network resources. The selection of these networks is performed during the handoff process when a Mobile Station (MS) switches its current Point of Attachment (PoA) to a different network due to the degradation or complete loss of signal and/or deterioration of the provided QoS. Traditional schemes perform the handoff necessity estimation and trigger the network selection process based on a single metric such as Received Signal Strength (RSS). These schemes are not efficient enough, as they do not take into consideration the traffic characteristics, user preferences, network conditions and other important system metrics. This paper presents a novel multi-attribute vertical handoff algorithm for heterogeneous wireless networks which achieves seamless mobility while maximizing end-users' satisfaction. Two modules are designed to estimate the necessity of handoff and to select the target network. These modules utilize parallel Fuzzy Logic Controllers (FLCs) with reduced rule-set in combination with a network ranking algorithm developed based on Fuzzy VIKOR (FVIKOR).
机译:在高度集成的无处不在的无线环境中,至关重要的是选择能够满足最终用户服务要求并同时保持其总体满意度的网络。错误的选择可能导致不良状况,例如用户不满意,服务质量(QoS)弱,网络拥塞,掉线和/或阻塞的呼叫以及宝贵的网络资源的浪费。当移动站(MS)由于信号的降级或完全丢失和/或提供的QoS变差而将其当前的连接点(PoA)切换到其他网络时,将在切换过程中执行这些网络的选择。传统方案基于诸如接收信号强度(RSS)之类的单个度量来执行切换必要性估计并触发网络选择过程。这些方案效率不高,因为它们没有考虑流量特性,用户偏好,网络条件和其他重要的系统指标。本文针对异构无线网络提出了一种新颖的多属性垂直切换算法,该算法在实现无缝移动性的同时最大程度地提高了最终用户的满意度。设计了两个模块来估计切换的必要性并选择目标网络。这些模块利用具有简化规则集的并行模糊逻辑控制器(FLC),并结合了基于模糊VIKOR(FVIKOR)开发的网络排名算法。

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