Shelf System Localization Algorithm Research based on RFID Technology

DOI

10.2991/icmemtc-16.2016.285How to use a DOI?

Keywords

Localization algorithm; RFID technology; Smart shelves; Reference label; Database

Abstract

With the rapid development of information technology, radio frequency technology application has become an important symbol of intelligence realization. According to the requirements of intelligent bookshelf system, this paper analyzes and designs intelligent bookshelf system structure from two aspects of hardware and software. In determining positioning algorithm of intelligent bookshelf system, analyze the classification of indoor location algorithm and advantages and disadvantages of various algorithms, select RFID indoor localization algorithm because of intelligent bookshelf system's actual demand for location selection, and improve it on the basis of LANDMARC system algorithm. Analyze from received power selection, reference label distribution, nearest neighbors number set and algorithm weight set and so on, design books accurate localization algorithm scheme, and make experiments to test the experimental data and algorithm validation to effectively improve smart shelves system book positioning accuracy.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Li Zhu
AU  - Jian Lan Liu
PY  - 2016/04
DA  - 2016/04
TI  - Shelf System Localization Algorithm Research based on RFID Technology
BT  - Proceedings of the 2016 3rd International Conference on Materials Engineering, Manufacturing Technology and Control
PB  - Atlantis Press
SP  - 1475
EP  - 1480
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmemtc-16.2016.285
DO  - 10.2991/icmemtc-16.2016.285
ID  - Zhu2016/04
ER  -