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Fuzzy Mobility Analyzer: A Framework for Evaluating Mobility Models in Mobile Ad-Hoc Networks

机译:模糊移动性分析器:评估移动Ad-Hoc网络中移动性模型的框架

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Mobility is one of the most challenging issues in mobile ad-hoc networks and has a significant impact on performance of network protocols. Different kinds of mobility models have been proposed to represent the movement pattern of mobile nodes in mobile ad-hoc networks. These models attempt to capture various mobility characteristics existing in real movement of mobile nodes. In this paper, a new framework called Fuzzy Mobility Analyzer has been proposed to evaluate mobility models. At first, our framework categorizes mobility models based on their mobility characteristics into five classes; subsequently it uses mobility metrics to capture the mobility and graph connectivity characteristics of mobile nodes in each class; finally it specifies the similarity degree between mobility classes and real world movements of mobile nodes by using the fuzzy set theory. Experimental results on well known mobility models with real world mobility traces is presented to verify our claims.
机译:移动性是移动自组织网络中最具挑战性的问题之一,并且对网络协议的性能具有重大影响。已经提出了不同种类的移动性模型来表示移动自组织网络中移动节点的移动模式。这些模型试图捕获移动节点实际移动中存在的各种移动性特征。在本文中,提出了一种称为模糊移动分析器的新框架来评估移动性模型。首先,我们的框架根据移动性模型将移动性模型分为五类;随后,它使用移动性度量来捕获每个类中移动节点的移动性并绘制连接特性图;最后利用模糊集理论确定了移动性类与移动节点真实世界运动之间的相似度。提出了对具有真实世界移动轨迹的众所周知的移动模型的实验结果,以验证我们的主张。

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