The effects of variable sound speed on localization in Underwater Sensor Networks

S. Misra, Ashim Ghosh
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引用次数: 24

Abstract

The field of Underwater Sensor Networks attempts to set up a Wireless Sensor Network (WSN) underwater for the purpose of exploration and monitoring by addressing challenges unique to the oceanic environment. In an UnderWater Sensor Network (UWSN), the knowledge of the location of a node can both improve the operation of the network (e.g. geographical routing) and add significance to the data that is collected. Many localization techniques used in UWSN are based on multilateration. Multilateration assumes the underwater speed of sound to be constant. However, several studies have shown that this speed varies with salinity, temperature and pressure. This variation incorporates an error into the results obtained from localisation. This paper presents an algorithm to find an estimate of the underwater speed of sound at a particular location and time. This estimate can be provided to multilateration to improve the localization accuracy. The existing multilateration technique need not be modified. Simulation studies show that our algorithm improves the localization accuracy over a pure multilateration technique that assumes the underwater speed of sound to be 1500 m/s.
变声速对水下传感器网络定位的影响
水下传感器网络领域试图通过解决海洋环境特有的挑战,建立一个水下无线传感器网络(WSN),用于勘探和监测。在水下传感器网络(UWSN)中,节点位置的知识既可以改善网络的运行(例如地理路由),又可以增加所收集数据的意义。UWSN中使用的许多定位技术都是基于多重定位的。多倍体假设水下声速是恒定的。然而,一些研究表明,这种速度随盐度、温度和压力而变化。这种变化在定位结果中包含了一个误差。本文提出了一种求出水下声速在特定地点和时间的估计的算法。该估计可提供给多角定位,以提高定位精度。现有的多倍体技术无需修改。仿真研究表明,在假设水下声速为1500 m/s的情况下,我们的算法比纯乘法定位技术提高了定位精度。
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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