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Journal of Software:2014.25(8):1713-1728

基于有限状态机的RFID流数据过滤与清理技术
罗元剑,姜建国,王思叶,景翔,丁昶,张珠君,张艳芳
(中国科学院 信息工程研究所, 北京 100093;中国科学院大学, 北京 100049;物联网信息安全技术北京市重点实验室(中国科学院 信息工程研究所), 北京 100093;中国科学院 信息工程研究所, 北京 100093;北京交通大学 计算机与信息技术学院, 北京 100044;物联网信息安全技术北京市重点实验室(中国科学院 信息工程研究所), 北京 100093)
Filtering and Cleaning for RFID Streaming Data Technology Based on Finite State Machine
LUO Yuan-Jian,JIANG Jian-Guo,WANG Si-Ye,JING Xiang,DING Chang,ZHANG Zhu-Jun,ZHANG Yan-Fang
(Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China;University of Chinese Academy of Sciences, Beijing 100049, China;Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China;Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China;School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China;Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China)
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Received:December 30, 2013    Revised:May 29, 2014
> 中文摘要: 为了实现从大量不可靠、冗余的RFID(radio frequency identification)流数据中提取有效信息,提高RFID系统中数据的质量,提出了一种基于有限状态机的RFID 流数据过滤与清理方法.实验结果表明:该方法能够有效过滤系统外标签数据,清理系统内部冗余标签数据,筛选有效标签数据,并能够降低漏读、误读带来的风险.最后,利用地理信息系统的可视化技术,将过滤与清理结果展示在地图上.
Abstract:In order to extract useful information from a large number of redundant and unreliable RFID (radio frequency identification) streaming data and improve the data quality of the RFID system, a filtering and cleaning method based on finite state machine for RFID streaming data is proposed. According to the experiment, suppressing interference tag data, filtering redundant tag data and extracting effective tag data can be realized in this method with reduced risk of system omission and false positives. Finally, using GIS technologies the monitoring and tracking results are displayed on the world map.
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基金项目:国家高技术研究发展计划(863)(2013AA014002) 国家高技术研究发展计划(863)(2013AA014002)
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Author NameAffiliationE-mail
LUO Yuan-Jian Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
 
JIANG Jian-Guo Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China 
 
WANG Si-Ye Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
wangsiye@iie.ac.cn 
JING Xiang Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
 
DING Chang Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
 
ZHANG Zhu-Jun Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
 
ZHANG Yan-Fang Institute of Information Engineering, The Chinese Academy of Sciences, Beijing 100093, China
University of Chinese Academy of Sciences, Beijing 100049, China
Beijing Key Laboratory of IOT Information Security (Institute of Information Engineering, The Chinese Academy of Sciences), Beijing 100093, China 
 
Reference text:

罗元剑,姜建国,王思叶,景翔,丁昶,张珠君,张艳芳.基于有限状态机的RFID流数据过滤与清理技术.软件学报,2014,25(8):1713-1728

LUO Yuan-Jian,JIANG Jian-Guo,WANG Si-Ye,JING Xiang,DING Chang,ZHANG Zhu-Jun,ZHANG Yan-Fang.Filtering and Cleaning for RFID Streaming Data Technology Based on Finite State Machine.Journal of Software,2014,25(8):1713-1728