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A Mobility Model for the Realistic Simulation of Social Context

机译:一种用于社交环境现实模拟的移动模型

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Simulation is a fundamental means for evaluating mobile applications based on ad-hoc networks. In recent years, the new breed of social mobility models (SMMs) has risen. Contrary to most classical mobility models, SMMs model the social aspects of human mobility, i.e. which users meet, when and how often. Such information is indispensable for the simulation of a wide range of socially-aware communication protocols mostly based on delay-tolerant networks, including opportunistic ad-hoc routing and data dissemination systems. Each SMM needs a model of the relations between a set of relevant people (called social network model -- SNM) in order to simulate their mobility. Existing SMMs lack flexibility since each of them is implicitly restricted to a specific, simplifying SNM. We present GeSoMo (General Social Mobility Model), a new SMM that separates the core mobility model from the structural description of the social network underlying the simulation. This simple and elegant design principle gives GeSoMo generalizing power: Arbitrary existing and future SNMs can be used without changing GeSoMo itself. Our evaluation results show that GeSoMo produces simulations that are coherent with a broad range of empirical data describing real-world human social behavior and mobility.
机译:仿真是评估基于ad-hoc网络的移动应用程序的基本方法。近年来,新兴的社会流动模型(SMM)出现了。与大多数经典的出行方式相反,SMM可以对出行方式的社会方面进行建模,即哪些用户结识,何时以及多久见一次面。此类信息对于大多数基于时延容忍的网络(包括机会性临时路由和数据分发系统)的广泛的社交感知通信协议的仿真是必不可少的。每个SMM都需要一组相关人员之间的关系模型(称为社交网络模型-SNM),以模拟其移动性。现有的SMM缺乏灵活性,因为它们每个都隐式地局限于特定的简化SNM。我们介绍了GeSoMo(通用社交移动模型),这是一种新的SMM,它将核心移动模型与模拟基础的社交网络的结构描述分开。这种简单而优雅的设计原理赋予了GeSoMo广泛的力量:可以使用现有的和将来的任意SNM,而无需更改GeSoMo本身。我们的评估结果表明,GeSoMo产生的模拟与描述现实世界中人类社会行为和流动性的大量经验数据相一致。

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