The Planning of Workshop RFID Network Based on Modified Genetic Algorithm Using Metropolis Rule

摘要：

With the application of RFID in production monitoring, workshop RFID network planning has become an important problem. On the premise of ensuring high read rate and network load balancing, the key is how to allocate network resource, reduce collision between readers, and improve identification probability of tags. This paper, based on the analyzing of network coverage and reader collision, firstly built the mathematic model using bipartite graph and then proposed a modified genetic algorithm using metropolis rule (MGA) to resolve the RFID network planning. The simulation results show that the proposed algorithm provide superior performance in network planning. It is shown that the MGA is effective in terms of increasing network coverage and minimizing reader collision.

作者: Xin-min ZHANG Qun-kui YAN Jing LI

作者单位: School of Mechanical Engineering, Shenyang University of Technology, Shenyang, P.R.China School of Basic Medicine, China Medical University, Shenyang, P.R.China

会议类型: 国际会议

会议名称: 2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management(2011 IEEE 第十八届工业工程与工程管理国际会议 IEEM2011)

会议地点: 长春

会议语种:英文

页码: 778-781

在线出版日期: 2011-09-03（万方平台首次上网日期，不代表论文的发表时间）