Title :
RFID Dynamic Grouping Anti-collision Algorithm Based on FCM
Author :
Xue, Yao-feng ; Sun, Hua-li ; Zhu, Zhi-Ting
Author_Institution :
eEducational Syst. Eng. Res. Center, East China Normal Univ., Shanghai, China
Abstract :
This paper introduces the radio frequency identification (RFID) technology and the RFID anti-collision algorithms. The application mode of the RFID dynamic grouping anti-collision algorithm based on fuzzy c-means (FCM) clustering theory is stated. The selection of RFID tag grouping indexes is presented. The steps of the proposed anti-collision algorithm are developed. The simulation results show the algorithm can improve the stability and the reading accuracy of the RFID system.
Keywords :
fuzzy set theory; pattern clustering; radiofrequency identification; RFID dynamic grouping anticollision algorithm; RFID tag grouping indexes selection; fuzzy c-means clustering theory; Binary trees; Clustering algorithms; Distance learning; Educational institutions; Heuristic algorithms; RFID tags; Radiofrequency identification; Sampling methods; Stability; Systems engineering and theory; Anti-collision algorithm; Dynamic grouping; FCM; RFID;
Conference_Titel :
Bioinformatics, Systems Biology and Intelligent Computing, 2009. IJCBS '09. International Joint Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3739-9
DOI :
10.1109/IJCBS.2009.54
