Location Recognition in RFID Bookshelves

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概要

• 論文の詳細を見る

• We consider RFID bookshelves, which detect the location of books using RFID. An RFID bookshelf has the antennas of RFID readers in the boards, and detects the location of an RFID tag attached to a book. However, the accuracy is not good with the experience of the existing system, and sometimes reads the tag of the next or even further area. In this paper, we propose a method to improve the location detection using naive Bayes classifer, and show the experimental result. We obtained 78.6% of F-measure for total 12658 instances, and show the advantage against the straightforward approach of calculating the center of gravity of the read readers. More importantly, we show the performance is less dependent of a change of layouts and a difference of books by leave-1-layout/book-out cross validation. This is favorable for the feasibility in library operation.

• 2011-06-01

著者

• Nohara Yasunobu

  Kyushu Univ. Fukuoka‐shi Jpn

• Takemori Masaki

  Faculty Of Engineering Kyushu Institute Of Technology

• INOUE Sozo

  Faculty of Engineering, Kyushu Institute of Technology

• SAKURAGAWA Kozo

  Fusic Co. Ltd

• Inoue Sozo

  Faculty Of Engineering Kyushu Institute Of Technology

• Nohara Yasunobu

  Kyushu University Hospital

関連論文

• Unlinkable Identification for Large-scale RFID Systems
• Unlinkable Identification for Large-scale RFID Systems
• Location Recognition in RFID Bookshelves
• Unlinkable Identification for Large-scale RFID Systems
• An Efficient Identification and Indexing for Secure RFID with d-Left Hashing

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