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
Link To Document :
بازگشت