Study of an RFID Based Moving Object Tracking System

E. Aydin, R. Oktem, Z. Dinçer, İ. K. Akbulut
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引用次数: 10

Abstract

This paper presents a study on localization and tracking of an object carrying an active RFID tag. The study incorporates processing of the signals received from transmitters, in a way to locate and track the coordinate in an indoor environment. During the course of the project, both outdoor and indoor experiments have been conducted. Empirical distance vs signal strength formulations are formed by use of the collected data. Deviation of the reported values from the theory is analyzed, and the effects of reflections from doors, windows, etc. are observed. In order to improve the accuracy of tracking, Bayesian and Kalman Filtering approaches are incorporated.
基于RFID的运动目标跟踪系统研究
本文研究了一种带有有源RFID标签的物体的定位和跟踪方法。这项研究结合了从发射器接收到的信号的处理,以一种定位和跟踪室内环境中的坐标的方式。在项目过程中,进行了室外和室内实验。经验距离vs信号强度公式是通过使用收集到的数据形成的。分析了报告值与理论值的偏差,并观察了门、窗等反射的影响。为了提高跟踪精度,将贝叶斯滤波和卡尔曼滤波相结合。
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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