Title :
A signal strength based tag estimation technique for RFID systems
Author :
Alotaibi, Majid ; Bialkowski, Konstanty S. ; Postula, Adam
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Univ. of Queensland, Brisbane, QLD, Australia
Abstract :
Radio frequency identification (RFID) is a wireless communication technology that provides automatic identification and data collection. In RFID systems with a large number of tags, many tags respond to the reader at the same time. Thus, enhanced anti-collision algorithms are required to have a fast multiple tag identification process. Anti-collision algorithms can be classified as probabilistic (eg. ALOHA based) algorithms and deterministic (tree based) algorithms. Better performance is achieved in all algorithms when accurate estimation of the number of tags is achieved. This paper presents a new method of estimating number of tags using signal strength properties. The simulated results show that our algorithm (efficiency 35%) significantly improves on existing estimation algorithms. That is 1% away from the perfect estimator and the theoretical optimum efficiency of slotted Aloha (36%).
Keywords :
Australia; Communications technology; Estimation theory; Frequency estimation; Information technology; RF signals; RFID tags; Radiofrequency identification; Signal processing; Wireless communication;
Conference_Titel :
RFID-Technology and Applications (RFID-TA), 2010 IEEE International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
978-1-4244-6698-6
DOI :
10.1109/RFID-TA.2010.5529929