摘要
为提高RFID系统识别率,优化设计RFID系统,需要确定影响RFID系统识别率的关键因子.基于关键过程输入变量、关键过程输出变量的模型,提出了一种分析影响RFID系统识别率关键因子的试验设计方法,并确定了关键因子为标签与读写器平面夹角、读写器天线数量、标签与读写器距离.通过测试,分别在标签嵌入汽车轮胎未硫化和硫化两种情况下,进一步确定影响嵌入式RFID系统识别率的各关键因子.最后,应用MINITAB统计软件,采用二项logistic的回归分析方法,分析了各关键因子对识别率的贡献情况.统计分析结果有利于优化设计RFID系统,提高RFID系统识别率.
To improve the identification probability of RFID systems, optimize and design RFID systems, identifying the key factors that affected the identification probability of RFID systems is needed. Based on the model of key process input variables and key process output variables process, we proposed designing of experiment method to analyze the key factors which affected the identification probability of RFID systems, and then identified the key factors which included the plane angle of the tag and reader, reader antenna number as well as the distance between tag and reader. By testing under the conditions of tag embedded in automobile tires un-vulcanized and vulcanized, we further determined the key factors which affected the identification probability in embedded RFID system. Finally, we adopted binomial logistic regression method to analyze each key factor＇s contribution to the identification probability by using MINITAB software. The sta- tistical analysis results are beneficial to optimize the design of RFID systems and to improve the i- dentification probability of RFID systems simultaneously.
出处
《工程设计学报》
CSCD
北大核心
2012年第6期479-484,共6页
Chinese Journal of Engineering Design
基金
科技部国际合作项目(2010DFB14290)
国家物联网发展专项资金项目(2011081)
贵州省贵阳市科技计划项目(筑科合同[2011101]号)
