DocumentCode
2737603
Title
Evaluation performance of anti collision circuit based BSS method for RFID system
Author
Ounas, M. ; Chitroub, S. ; Touhami, R. ; Yagoub, M.C.E.
Author_Institution
Electron. & Inf. Fac., USTHB Univ., Algiers, Algeria
fYear
2011
fDate
4-8 July 2011
Firstpage
1988
Lastpage
1991
Abstract
For Radio Frequency Identification (RFID) system, this paper presents an anti collision circuit design for fast of multi tags identification system. Principally, the authors use the Blind Signal Separation (BSS) method by the Independent Component Analysis (ICA) algorithm based computation of anti-collision circuit for speedily extracting the hidden factor of signal independence in neural network learning. Then, to reach the separation performance of BSS method, the design of the anti-collision circuit in the reader is based on the processing for more inputs of signal samples by one neuron hardware model of neural network through one multiplexer, which by means of a control circuit the original signal are estimated through one decoder. Thus, the performance results of the proposed approach is estimated since the speed rate of the anti-collision circuit provides numerical results, which evaluates the performance of an anti-collision circuit through the number of identified tags of RFID system.
Keywords
blind source separation; neural nets; radiofrequency identification; telecommunication computing; BSS method; ICA algorithm; RFID system; anti collision circuit; blind signal separation method; evaluation performance; independent component analysis algorithm; multiplexer; neural network learning; radio frequency identification system; Algorithm design and analysis; Computational modeling; Hardware; Integrated circuit modeling; Radiofrequency identification; Signal processing; Signal processing algorithms; Anti-collision; BSS method; Circuit; Design; Evaluation performance; ICA algorithm; Neural network; RFID system; Speed rate; Tag; reader;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International
Conference_Location
Istanbul
Print_ISBN
978-1-4244-9539-9
Type
conf
DOI
10.1109/IWCMC.2011.5982839
Filename
5982839
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