DocumentCode
572914
Title
Research on the RFID anti-collision algorithms based on Q-learning algorithm
Author
Xu, Jian ; Yang, Shan-shan
Author_Institution
XPUEIC, Xi´´an Polytech. Univ., Xi´´an, China
fYear
2012
fDate
24-26 Aug. 2012
Firstpage
695
Lastpage
698
Abstract
The reasons which cause the reader collision problem and main types of the reader collision are given.The existing reader anti-collision algorithms are analyzed and a new algorithm based on Q-learning algorithm is provided. The new algorithm considers not only the existing condition and environment but also the state of the follow-up n-state. The simulation results show that the new algorithm although is effectively reduces the collision rate.
Keywords
radiofrequency identification; Q-learning algorithm; RFID anticollision algorithms; collision rate; reader anticollision algorithms; reader collision problem; Heuristic algorithms; Q-learning algorithm; RFID; multi-Qlearning algorithm; readercollision;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location
Xi´an, Shaanxi
Print_ISBN
978-1-4673-1410-7
Type
conf
DOI
10.1109/CSIP.2012.6308949
Filename
6308949
Link To Document