无线物体定位的经验表征

H. M. P. B. Ranasinghe, K. Abeyrathne, A. Bandara, K. Narampanawe
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引用次数: 0

摘要

自由空间路径损耗与无线发射器和接收器之间距离的平方成正比。该数学模型可用于确定在距离发射天线一定距离处发射的无线电信号的信号强度。然而,不同的环境存在多径效应和其他影响接收信号强度(RSS)的主动/被动干扰。因此,纯数学模型对目标定位的鲁棒性降低。本研究的目的是基于不同环境下使用各种无线发射器和接收器的接收信号强度测量进行实证分析。通过对经验数据集的分析,提出了鲁棒定位算法。系统在不同地形和频率下进行了标定测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An empirical characterization of wireless objects localization
The free-space path loss is proportional to the square of the distance between a wireless transmitter and a receiver. The mathematical model of that can be used to determine the signal intensity of transmitted radio signal at a definite distance from the transmitting antenna. Nevertheless different environments present multipath effects and other active/ passive interferences that affect Received Signal Strength (RSS). Therefore pure mathematical models become less robust for object localization. The objective of this research was to conduct an empirical analysis based on received signal strength measurements in different environments using various wireless transmitters and receivers. Robust localization algorithm is developed by analyzing empirically obtained data sets. The system is tested for different terrains and frequencies with calibration.
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