An intelligent localization algorithm using read time of RFID system

Sunhong Park*, Shuji Hashimoto

*この研究の対応する著者

研究成果: Article査読

24 被引用数 (Scopus)

抄録

This paper presents a novel method using the read time of an antenna from an RFID system to reduce the localization error of a mobile robot in an RFID navigation system. There are many approaches for reducing the localization error in RFID systems. However, they do not deal with the problems that arise when the antenna can read at most one tag at any given moment. Using this approach, our passive RFID system is capable of estimating the robot's location and orientation more accurately without the use of external sensors, signal strength measurement, or a vision system. Moreover, the proposed method offers a modular and cost-effective alternative to other navigation systems for mobile robot applications related to services in indoor environment. The experimental results show that the proposed method enables the robot to successfully estimate both the location and the orientation during navigation. We discuss results of trajectories of the robot in navigation and compare them with a generally utilized RFID system.

本文言語English
ページ(範囲)490-497
ページ数8
ジャーナルAdvanced Engineering Informatics
24
4
DOI
出版ステータスPublished - 2010 11
外部発表はい

ASJC Scopus subject areas

  • 人工知能
  • 情報システム

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