Title :
A New Method of Signal Processing in RFID System
Author :
Yuan, Lifen ; He, Yigang ; Hou, ZhouGuo ; Li, Bing
Author_Institution :
Coll. of Electr. & Inf. Eng., Hunan Univ.., China
Abstract :
Radio frequency identification (RFID) is a contactless automatic identification system based on radio technology. With the development of communication technology, RFID system bas become very popular in recent years, and how to improve the capability of data identification is urgent. Now there are several data identification algorithm used to deal with signals in the RFID system, the tradition method is adopted aloha algorithm., which will result in the system performance descend quickly when the tabs in the systems increased, even will cause the system blocked. In this paper, Independent component analysis (ICA) based on frequency division multiplex access algorithm is introduced to improve the identification ability. The proposed method has been verified by computer simulation which shows that the method is feasible and has good performance compared with the traditional aloha algorithm, especially when the user numbers increased quickly.
Keywords :
frequency division multiple access; independent component analysis; radiofrequency identification; signal processing; RFID system; adopted aloha algorithm; communication technology; contactless automatic identification system; data identification algorithm; frequency division multiplex access algorithm; independent component analysis; radio frequency identification; radio technology; signal processing; Algorithm design and analysis; Computer science; Covariance matrix; Educational institutions; Gaussian noise; Independent component analysis; Programmable control; Radiofrequency identification; Signal processing; Signal processing algorithms; ASK; Independent component analysis; Primary component analysis; RFID;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.49