Application of Wireless Sensor Networks Localization in Near Ground Radio Propagation Channel

Weaam T. EL-Gzzar, Hala B. Nafea, F. Zaki
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引用次数: 2

Abstract

The wireless sensor network (WSN) is a network composed of spatially distributed sensors which communicate among themselves for detecting and recording the physical phenomenon (like temperature, sound, pollution levels, humidity, wind speed, pressure, and so on) and organizing the collected data at a central location. Due to the use of WSN in various applications, knowing the location of the object or event is one of the most important challenges in WSN, which is called the localization process. In this paper, received signal strength indicator (RSSI) and angle of arrival (AOA) algorithms are considered for the WSN localization process. Moreover, a new method based on AOA localization techniques with dynamic distance reference anchor has been presented and the problem of localization accuracy which is affected by environmental conditions is improved. The proposed algorithm is implemented into a near ground radio propagation channel of agriculture farm (short and tall grass). It is found that the new localization method provides the best results as compared with conventional methods.
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无线传感器网络定位在近地无线电传播信道中的应用
无线传感器网络(WSN)是由空间分布的传感器组成的网络,这些传感器之间相互通信,用于检测和记录物理现象(如温度、声音、污染水平、湿度、风速、压力等),并将收集到的数据组织在一个中心位置。由于无线传感器网络在各种应用中都有使用,了解物体或事件的位置是无线传感器网络中最重要的挑战之一,这被称为定位过程。本文考虑了接收信号强度指示器(RSSI)和到达角(AOA)算法用于WSN定位过程。在此基础上,提出了一种基于动态距离参考锚点的AOA定位方法,解决了受环境条件影响定位精度的问题。将该算法应用于农田(矮草和高草)近地无线电传播信道中。结果表明,与传统的定位方法相比,新的定位方法具有较好的定位效果。
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