A Study with Simulation of Range Free Localization Techniques in Wireless Sensors Networks

Raouf Mehannaoui, K. Mouss
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引用次数: 3

Abstract

Wireless sensors networks are used in several fields of application, in most applications, knowing the location of the sensors nodes is necessary. According to the distribution of the calculations on sensors nodes, the localization techniques are classified into two techniques: centralized and decentralized (distributed). Distributed localization techniques can be classified into two categories: range free and range based. DV-HOP is a range free simple localization algorithm, but it has low localization accuracy, despite the improvements of the proposed DV-Hop algorithms. Maintaining a balance between a high location accuracy and good stability and simplicity is always a challenge. In this article, we have focused our study on the localization algorithm range free DV-HOP, the study is based on the accuracy error which is the most important factor in the localization. To better study the DV-HOP algorithm, we implemented DV-HOP using MATLAB. The purpose of this article is to present Range Free localization techniques and open up a perspective of proposing new localization techniques in wireless sensors networks.
无线传感器网络中无距离定位技术的仿真研究
无线传感器网络应用于多个领域,在大多数应用中,了解传感器节点的位置是必要的。根据计算量在传感器节点上的分布,将定位技术分为集中式和分散式(分布式)两种。分布式定位技术可以分为两类:无范围定位和基于范围定位。DV-HOP是一种无范围的简单定位算法,但其定位精度较低,尽管对DV-HOP算法进行了改进。保持高定位精度和良好的稳定性和简单性之间的平衡始终是一个挑战。在本文中,我们重点研究了无范围DV-HOP定位算法,该算法是基于精度误差这一影响定位最重要的因素进行研究的。为了更好地研究DV-HOP算法,我们使用MATLAB实现了DV-HOP算法。本文的目的是介绍无距离定位技术,并为在无线传感器网络中提出新的定位技术开辟了一个前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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