Research on the RFID anti-collision algorithms based on Q-learning algorithm
Jian Xu, Yang Shan-shan · 2012
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.