会议专题

AN INTELLIGENT HIGH AVAILABLE RFID MIDDLEWARE

RFID is applied widely In many domains. RFID middleware plays an Important role in extracting tag information from the reader and forward it to the backend application systems. How to avoid system failure and reduce performance degradation in a complex and high volume tags environment Is a critical issue for RFID applications. Many researchers use hardware failover to achieve high availability. Some other researchers apply software agents to perform load balance. However, none of them provide a robust solution to the above problems between RFID reader and middleware. This work proposes an intelligent highly available system to RFID middleware. The system uses RFID repository to provide dynamic allocation In different types of readers and maintain task information of middleware. The system also uses the technologies of agent negotiation, genetic algorithm, and fuzzy computation to support highly available and load balance for RFID middleware. The system is applied to entrance guard and attendance checking application. The experimental result shows that the system can provide a highly available RFID middleware with high degree of tag Identification accuracy.

RFID middleware High availability Agent negotiation Genetic algorithm Fuzzy computation

CHIEN-CHANG HSU HSIN MEI CHUN-SHO LEE DA-GANG LEE

Department of Computer Science and Information Engineering, Fu-Jen Catholic University 510 Chung Che Innovative DigiTech-Enabled Application & Services Institute, Institute for Information Industry ST.

国际会议

2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

昆明

英文

3166-3171

2008-07-12(万方平台首次上网日期,不代表论文的发表时间)