动态传感器网络分析:幂律然后是什么?

2007 2nd International Conference on Communication Systems Software and Middleware Pub Date : 2007-07-09 DOI:10.1109/COMSWA.2007.382427

E. Fleury, Jean-Loup Guillaume, C. Robardet, A. Scherrer

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引用次数: 9

摘要

近年来对无线传感器网络(WSN)的研究表明，接触时间和接触间时间均呈幂律分布。虽然这是这些网络的一个强大特性，但我们将表明，这不足以正确描述传感器网络的动态。我们将提出一些来自数据挖掘、随机过程和图论的耦合论点，以使用随机模型更准确地描述动力学，以显示受幂律接触持续时间限制的方法的局限性。

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Analysis of Dynamic Sensor Networks: Power Law Then What?

Recent studies on wireless sensor networks (WSN) have shown that the duration of contacts and inter-contacts are power law distributed. While this is a strong property of these networks, we will show that this is not sufficient to describe properly the dynamics of sensor networks. We will present some coupled arguments from data mining, random processes and graph theory to describe more accurately the dynamics with the use of a random model to show the limits of an approach limited to power law contact durations.

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2007 2nd International Conference on Communication Systems Software and Middleware

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