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Stochastic Geometry and Random Graphs for the Analysis and Design of Wireless Networks

机译:随机几何和随机图用于无线网络的分析和设计

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摘要

Wireless networks are fundamentally limited by the intensity of the received signals and by their interference. Since both of these quantities depend on the spatial location of the nodes, mathematical techniques have been developed in the last decade to provide communication-theoretic results accounting for the network¿s geometrical configuration. Often, the location of the nodes in the network can be modeled as random, following for example a Poisson point process. In this case, different techniques based on stochastic geometry and the theory of random geometric graphs ¿ including point process theory, percolation theory, and probabilistic combinatorics ¿ have led to results on the connectivity, the capacity, the outage probability, and other fundamental limits of wireless networks. This tutorial article surveys some of these techniques, discusses their application to model wireless networks, and presents some of the main results that have appeared in the literature. It also serves as an introduction to the field for the other papers in this special issue.
机译:无线网络从根本上受到接收信号强度及其干扰的限制。由于这两个量都取决于节点的空间位置,因此在过去的十年中开发了数学技术,以提供考虑网络几何结构的通信理论结果。通常,遵循例如泊松点过程,可以将网络中节点的位置建模为随机模型。在这种情况下,基于随机几何和随机几何图形理论的不同技术(包括点过程理论,渗流理论和概率组合理论)导致了连通性,容量,中断概率以及其他基本结果无线网络的限制。本教程文章概述了其中的一些技术,讨论了它们在无线网络建模中的应用,并提供了一些文献中出现的主要结果。它也可以作为本期特刊中其他论文的入门领域。

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