DocumentCode
3275369
Title
Intelligent book positioning for library using RFID and book spine matching
Author
Ng, Wing W Y ; Qiao, Yi-song ; Lin, Li ; Ding, Hai-lan ; Chan, Patrick P K ; Yeung, Daniel S.
Author_Institution
Machine Learning & Cybern. Res. Center, South China Univ. of Technol., Guangzhou, China
Volume
2
fYear
2011
fDate
10-13 July 2011
Firstpage
465
Lastpage
470
Abstract
In library, the management of books is very complication and timing costing. The location of books could be altered by librarian, students, teachers and any one around the library. Therefore, allocating a book is not an easy task in big library. Indoor positioning is an important technology to help storage management and customer services providing. RFID provides a good wireless platform to facilitate indoor positioning. However, duo to the small width of each book spine, adopting positioning based RFID alone is not enough to locate books in a library. In this work, we combine image matching with L-GEM based RBFNN to enhance the accuracy and robustness of the book locating system. We apply this new method in a library environment to position the certain books. Experimental results show that the proposed method is highly accurate and robust to white noise of RFID signals.
Keywords
customer services; image matching; indoor communication; library automation; radial basis function networks; radiofrequency identification; storage management; white noise; L-GEM based RBFNN; RFID signals; book locating system; book spine matching; customer services providing; image matching; indoor positioning; intelligent book positioning; library environment; radial basis function neural network; storage management; white noise; Feature extraction; Image matching; Libraries; Neurons; Noise; Radiofrequency identification; Training; Image matching; Indoor Positioning; Neural Network; RFID;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6016840
Filename
6016840
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