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
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;
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
DOI :
10.1109/CSIP.2012.6308949
