RFID Indoor Positioning Method Based on Virtual Reference Tags and Bayesian Estimation

Dong Wang; Wancheng Ge; Yunguang Wang

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RFID Indoor Positioning Method Based on Virtual Reference Tags and Bayesian Estimation

机译：基于虚拟参考标签和贝叶斯估计的RFID室内定位方法

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摘要

At present, more and more applications require the indoor positioning information of objects, making the indoor positioning technology become one of the hotspots. In this paper, LANDMARC algorithm and VIRE algorithm are analysed, which allow the technology of Radio Frequency Identification (RFID) to be applied in indoor positioning. On this basis, the improvement is made and RFID indoor positioning method based on virtual reference tags and Bayesian estimation is proposed. Experimental results indicate that the improved algorithm has further improved than LANDMARC algorithm and VIRE algorithm in terms of positioning accuracy.

机译：当前，越来越多的应用需要物体的室内定位信息，使得室内定位技术成为热点之一。本文分析了LANDMARC算法和VIRE算法，将射频识别技术应用于室内定位。在此基础上进行了改进，提出了基于虚拟参考标签和贝叶斯估计的RFID室内定位方法。实验结果表明，改进后的算法在定位精度上比LANDMARC算法和VIRE算法有了进一步的提高。

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来源
《Journal of information and computational science》 |2014年第17期|6141-6149|共9页
作者
Dong Wang; Wancheng Ge; Yunguang Wang;
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作者单位

School of Electrical and Information Engineering, Tongji University, Shanghai 200092, China,Shanghai Medical Instrumentation College, Shanghai 200093, China;

School of Electrical and Information Engineering, Tongji University, Shanghai 200092, China;

Shanghai Medical Instrumentation College, Shanghai 200093, China;

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原文格式 PDF
正文语种 eng
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关键词
Indoor Positioning; RFID; Virtual Reference Tags; Bayesian Estimation;

机译：室内定位;RFID;虚拟参考标签;贝叶斯估计;

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1. Research of an improved RFID indoor localisation algorithm based on virtual reference tag and error correction mechanism [J] . Lvqing Yang, Hang Xu, Wenhua Zeng International journal of radio frequency identification technology and applications . 2015,第4期

机译：基于虚拟参考标签和纠错机制的改进型RFID室内定位算法研究
2. An RFID Indoor Positioning Algorithm Based on Bayesian Probability and K -Nearest Neighbor [J] . He Xu, Ye Ding, Peng Li, Sensors . 2017,第8期

机译：基于贝叶斯概率和K最近邻的RFID室内定位算法
3. An Accurate Indoor RSSI Localization Algorithm Based on Active RFID System with Reference Tags [J] . Aldin Noor Baha, Ercelebi Ergun, Aykac Mahmut Wireless personal communications: An Internaional Journal . 2017,第3期

机译：基于参考标记的基于Active RFID系统的准确室内RSSI定位算法
4. An indoor positioning method based on virtual reference RFID tags [C] . Yunhua Gu, Junyong Zhang, Guansheng Zheng, IEEE International Conference on Consumer Electronics - Taiwan . 2015

机译：基于虚拟参考rfid标签的室内定位方法
5. Development of two novel carrier phase-based methods for multiple reference station positioning. [D] . Alves, Paulo R. S. 2005

机译：开发了两种新颖的基于载波相位的多参考站定位方法。
6. Grid-Based Bayesian Filtering Methods for Pedestrian Dead Reckoning Indoor Positioning Using Smartphones [O] . Miroslav Opiela, František Galčík 2020

机译：基于网格的贝叶斯过滤方法用于使用智能手机估算室内定位的行人死亡
7. An Intelligent Estimation Method of Robot-location based on Passive RFID Tags in Static Position [O] . 2006

机译：基于无源RFID标签的机器人位置智能估计方法

RFID Indoor Positioning Method Based on Virtual Reference Tags and Bayesian Estimation

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