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In this report, the explicit probability density functions of the random Euclidean distances associated with regular hexagons are given, when the two endpoints of a link are randomly distributed in the same hexagon, and two adjacent…

综合数学 · 数学 2021-01-26 Yanyan Zhuang , Jianping Pan

When we represent a network of sensors in Euclidean space by a graph, there are two distances between any two nodes that we may consider. One of them is the Euclidean distance. The other is the distance between the two nodes in the graph,…

网络与互联网体系结构 · 计算机科学 2009-06-10 Rodrigo S. C. Leao , Valmir C. Barbosa

This letter presents a unified analytical framework for internodal distance distributions in 2D and 3D wireless networks, with nodes confined to concentric circular or spherical regions. Four deployment scenarios are considered, covering…

信号处理 · 电气工程与系统科学 2026-03-05 Nicholas Vaiopoulos , Alexander Vavoulas , Harilaos G. Sandalidis , Konstantinos K. Delibasis , Dimitris Varoutas

In wireless networks with random node distribution, the underlying point process model and the channel fading process are usually considered separately. A unified framework is introduced that permits the geometric characterization of fading…

信息论 · 计算机科学 2007-11-14 Martin Haenggi

We investigate a network model based on an infinite regular square lattice embedded in the Euclidean plane where the node connection probability is given by the geometrical distance of nodes. We show that the degree distribution in the…

物理与社会 · 物理学 2008-06-23 Matus Medo , Jan Smrek

An important problem in wireless sensor networks is to find the minimal number of randomly deployed sensors making a network connected with a given probability. In practice sensors are often deployed one by one along a trajectory of a…

信息论 · 计算机科学 2009-10-10 V. Kurlin , L. Mihaylova

Directional beamforming will play a paramount role in 5G and beyond networks in order to combat the higher path losses incurred at millimeter wave bands. Appropriate modeling and analysis of the angles and distances between transmitters and…

Practical wireless networks are finite, and hence non-stationary with nodes typically non-homo-geneously deployed over the area. This leads to a location-dependent performance and to boundary effects which are both often neglected in…

信息论 · 计算机科学 2014-01-03 Ralph Tanbourgi , Holger Jäkel , Friedrich K. Jondral

Spatial networks are networks where nodes are located in a space equipped with a metric. Typically, the space is two-dimensional and until recently and traditionally, the metric that was usually considered was the Euclidean distance. In…

组合数学 · 数学 2022-11-29 Ramon Ferrer-i-Cancho

This paper derives the exact cumulative density function of the distance between a randomly located node and any arbitrary reference point inside a regular $\el$-sided polygon. Using this result, we obtain the closed-form probability…

信息论 · 计算机科学 2013-06-27 Zubair Khalid , Salman Durrani

Random geometric graphs consist of randomly distributed nodes (points), with pairs of nodes within a given mutual distance linked. In the usual model the distribution of nodes is uniform on a square, and in the limit of infinitely many…

无序系统与神经网络 · 物理学 2018-09-27 Carl P. Dettmann

Distance distributions are a key building block in stochastic geometry modelling of wireless networks and in many other fields in mathematics and science. In this paper, we propose a novel framework for analytically computing the closed…

信息论 · 计算机科学 2019-03-20 Ross Pure , Salman Durrani , Fei Tong , Jianping Pan

Modeling the locations of nodes as a uniform binomial point process (BPP), we present a generic mathematical framework to characterize the performance of an arbitrarily-located reference receiver in a finite wireless network. Different from…

信息论 · 计算机科学 2016-06-22 Mehrnaz Afshang , Harpreet S. Dhillon

The emulation of wireless nodes spatial position is a practice used by deployment engineers and network planners to analyze the characteristics of a network. In particular, nodes geolocation will directly impact factors such as…

信息论 · 计算机科学 2013-06-06 Mouhamed Abdulla , Yousef R. Shayan

Over the past decade, many works on the modeling of wireless networks using stochastic geometry have been proposed. Results about probability of coverage, throughput or mean interference, have been provided for a wide variety of networks…

网络与互联网体系结构 · 计算机科学 2016-02-08 Alexandre Mouradian

We study the statistical properties of large random networks with specified degree distributions. New techniques are presented for analyzing the structure of social networks. Specifically, we address the question of how many nodes exist at…

物理与社会 · 物理学 2007-05-23 Erik Volz

This paper provides a necessary and sufficient condition for a random network with nodes Poissonly distributed on a unit square and a pair of nodes directly connected following a generic random connection model to be asymptotically almost…

网络与互联网体系结构 · 计算机科学 2012-10-05 Guoqiang Mao , Brian Do Anderson

Random geometric networks consist of 1) a set of nodes embedded randomly in a bounded domain $\mathcal{V} \subseteq \mathbb{R}^d$ and 2) links formed probabilistically according to a function of mutual Euclidean separation. We quantify how…

社会与信息网络 · 计算机科学 2016-11-17 Alexander P. Kartun-Giles , Orestis Georgiou , Carl P. Dettmann

We study the flow-level performance of random wireless networks. The locations of base stations (BSs) follow a Poisson point process. The number and positions of active users are dynamic. We associate a queue to each BS. The performance and…

信息论 · 计算机科学 2013-08-23 Richard Combes , Eitan Altman

Connectivity is one of the most fundamental properties of wireless multi-hop networks. A network is said to be connected if there is a path between any pair of nodes. A convenient way to study the connectivity of a random network is by…

信息论 · 计算机科学 2012-10-08 Guoqiang Mao , Brian DO Anderson
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